[
  {
    "date": "2016-01-22",
    "file": "2016-01-22.html",
    "domains_with_mx": 845356,
    "domains_with_spf": 440606,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
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        "name": "Self-Hosted",
        "pct": 44.56
      },
      {
        "name": "Google Workspace",
        "pct": 15.06
      },
      {
        "name": "Unknown / Other",
        "pct": 10.16
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.3
      },
      {
        "name": "GoDaddy",
        "pct": 4.23
      },
      {
        "name": "Microsoft 365",
        "pct": 3.77
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.38
      },
      {
        "name": "Yandex 360",
        "pct": 1.93
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.18
      },
      {
        "name": "OVH Mail",
        "pct": 0.91
      },
      {
        "name": "Rackspace Email",
        "pct": 0.89
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.73
      },
      {
        "name": "Zoho Mail",
        "pct": 0.66
      },
      {
        "name": "McAfee/Mxlogic",
        "pct": 0.47
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.43
      },
      {
        "name": "DreamHost",
        "pct": 0.4
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      {
        "name": "Mimecast",
        "pct": 0.39
      },
      {
        "name": "Beget (RU)",
        "pct": 0.32
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.31
      },
      {
        "name": "Proofpoint",
        "pct": 0.28
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.25
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.25
      },
      {
        "name": "Gandi Mail",
        "pct": 0.24
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.24
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.22
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.22
      },
      {
        "name": "MailHostBox",
        "pct": 0.22
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.21
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.18
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.17
      }
    ],
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      {
        "name": "Mandrill",
        "pct": 4.59
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.17
      },
      {
        "name": "Zendesk",
        "pct": 2.01
      },
      {
        "name": "Mailgun",
        "pct": 1.5
      },
      {
        "name": "Amazon SES",
        "pct": 1.39
      },
      {
        "name": "Mailchimp",
        "pct": 1.32
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.01
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.68
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.61
      },
      {
        "name": "Postmark",
        "pct": 0.52
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.51
      },
      {
        "name": "MailHostBox",
        "pct": 0.47
      },
      {
        "name": "Mimecast",
        "pct": 0.34
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.26
      },
      {
        "name": "Help Scout",
        "pct": 0.25
      },
      {
        "name": "Elastic Email",
        "pct": 0.21
      },
      {
        "name": "Salesforce",
        "pct": 0.19
      },
      {
        "name": "Freshdesk",
        "pct": 0.19
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "AuthSMTP",
        "pct": 0.16
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.15
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.14
      },
      {
        "name": "Sailthru",
        "pct": 0.14
      },
      {
        "name": "MailChannels",
        "pct": 0.14
      },
      {
        "name": "SMTP2GO",
        "pct": 0.11
      },
      {
        "name": "Customer.io",
        "pct": 0.1
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.1
      },
      {
        "name": "Constant Contact",
        "pct": 0.09
      },
      {
        "name": "KingHost (BR)",
        "pct": 0.08
      },
      {
        "name": "Emarsys (SAP)",
        "pct": 0.08
      }
    ],
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        "name": "Pardot (Salesforce)",
        "pct": 0.49
      },
      {
        "name": "Trustpilot",
        "pct": 0.41
      },
      {
        "name": "Zendesk",
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      },
      {
        "name": "BigCommerce",
        "pct": 0.25
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      {
        "name": "PayPal Braintree",
        "pct": 0.11
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.09
      },
      {
        "name": "Qualtrics",
        "pct": 0.08
      },
      {
        "name": "ClickDimensions",
        "pct": 0.06
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      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.03
      },
      {
        "name": "Shopify",
        "pct": 0.03
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.01
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.01
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.0
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "ConnectWise",
        "pct": 0.0
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.0
      },
      {
        "name": "Basecamp",
        "pct": 0.0
      },
      {
        "name": "Workday",
        "pct": 0.0
      },
      {
        "name": "Heureka (CZ comparison)",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.0
      },
      {
        "name": "RetailCRM",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      },
      {
        "name": "SupportBox (CZ)",
        "pct": 0.0
      },
      {
        "name": "Auth0 (Okta)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
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    "quality": "ok",
    "aggregation": "monthly_medoid",
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      "max": 845356
    }
  },
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    "date": "2016-02-01",
    "file": "2016-02-01.html",
    "domains_with_mx": 862585,
    "domains_with_spf": 450683,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
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      {
        "name": "Self-Hosted",
        "pct": 44.35
      },
      {
        "name": "Google Workspace",
        "pct": 15.16
      },
      {
        "name": "Unknown / Other",
        "pct": 10.2
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.28
      },
      {
        "name": "GoDaddy",
        "pct": 4.19
      },
      {
        "name": "Microsoft 365",
        "pct": 3.87
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.37
      },
      {
        "name": "Yandex 360",
        "pct": 1.95
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.18
      },
      {
        "name": "Rackspace Email",
        "pct": 0.89
      },
      {
        "name": "OVH Mail",
        "pct": 0.88
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.75
      },
      {
        "name": "Zoho Mail",
        "pct": 0.67
      },
      {
        "name": "McAfee/Mxlogic",
        "pct": 0.47
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.44
      },
      {
        "name": "Mimecast",
        "pct": 0.4
      },
      {
        "name": "DreamHost",
        "pct": 0.39
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.32
      },
      {
        "name": "Beget (RU)",
        "pct": 0.32
      },
      {
        "name": "Proofpoint",
        "pct": 0.29
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.25
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.25
      },
      {
        "name": "Gandi Mail",
        "pct": 0.24
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.24
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.23
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.22
      },
      {
        "name": "MailHostBox",
        "pct": 0.21
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.21
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.18
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.18
      }
    ],
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      {
        "name": "Mandrill",
        "pct": 4.62
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.1
      },
      {
        "name": "Zendesk",
        "pct": 1.96
      },
      {
        "name": "Mailgun",
        "pct": 1.51
      },
      {
        "name": "Amazon SES",
        "pct": 1.38
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      {
        "name": "Mailchimp",
        "pct": 1.33
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.01
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.68
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.62
      },
      {
        "name": "Postmark",
        "pct": 0.52
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.52
      },
      {
        "name": "MailHostBox",
        "pct": 0.47
      },
      {
        "name": "Mimecast",
        "pct": 0.36
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.25
      },
      {
        "name": "Help Scout",
        "pct": 0.25
      },
      {
        "name": "Elastic Email",
        "pct": 0.21
      },
      {
        "name": "Salesforce",
        "pct": 0.2
      },
      {
        "name": "Freshdesk",
        "pct": 0.19
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "AuthSMTP",
        "pct": 0.16
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.15
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.14
      },
      {
        "name": "Sailthru",
        "pct": 0.13
      },
      {
        "name": "MailChannels",
        "pct": 0.13
      },
      {
        "name": "SMTP2GO",
        "pct": 0.12
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.1
      },
      {
        "name": "Customer.io",
        "pct": 0.1
      },
      {
        "name": "Constant Contact",
        "pct": 0.09
      },
      {
        "name": "KingHost (BR)",
        "pct": 0.08
      },
      {
        "name": "Emarsys (SAP)",
        "pct": 0.08
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.51
      },
      {
        "name": "Trustpilot",
        "pct": 0.41
      },
      {
        "name": "Zendesk",
        "pct": 0.38
      },
      {
        "name": "BigCommerce",
        "pct": 0.25
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.11
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.09
      },
      {
        "name": "Qualtrics",
        "pct": 0.08
      },
      {
        "name": "ClickDimensions",
        "pct": 0.06
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.03
      },
      {
        "name": "Shopify",
        "pct": 0.03
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.0
      },
      {
        "name": "ConnectWise",
        "pct": 0.0
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.0
      },
      {
        "name": "Basecamp",
        "pct": 0.0
      },
      {
        "name": "Workday",
        "pct": 0.0
      },
      {
        "name": "Heureka (CZ comparison)",
        "pct": 0.0
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.0
      },
      {
        "name": "RetailCRM",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      },
      {
        "name": "TouchNet (FIS)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
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    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
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    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 862585,
      "max": 862585
    }
  },
  {
    "date": "2016-03-01",
    "file": "2016-03-01.html",
    "domains_with_mx": 865090,
    "domains_with_spf": 456873,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
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      {
        "name": "Self-Hosted",
        "pct": 43.99
      },
      {
        "name": "Google Workspace",
        "pct": 15.24
      },
      {
        "name": "Unknown / Other",
        "pct": 10.12
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.26
      },
      {
        "name": "GoDaddy",
        "pct": 4.11
      },
      {
        "name": "Microsoft 365",
        "pct": 4.03
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.35
      },
      {
        "name": "Yandex 360",
        "pct": 2.12
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.16
      },
      {
        "name": "Rackspace Email",
        "pct": 0.88
      },
      {
        "name": "OVH Mail",
        "pct": 0.86
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.75
      },
      {
        "name": "Zoho Mail",
        "pct": 0.68
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.5
      },
      {
        "name": "McAfee/Mxlogic",
        "pct": 0.47
      },
      {
        "name": "Mimecast",
        "pct": 0.42
      },
      {
        "name": "DreamHost",
        "pct": 0.38
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.31
      },
      {
        "name": "Proofpoint",
        "pct": 0.3
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.25
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.24
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.24
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.24
      },
      {
        "name": "Gandi Mail",
        "pct": 0.24
      },
      {
        "name": "MailHostBox",
        "pct": 0.21
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.21
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.21
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.2
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.18
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 4.79
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.04
      },
      {
        "name": "Zendesk",
        "pct": 1.9
      },
      {
        "name": "Mailgun",
        "pct": 1.61
      },
      {
        "name": "Mailchimp",
        "pct": 1.41
      },
      {
        "name": "Amazon SES",
        "pct": 1.38
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.68
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.64
      },
      {
        "name": "Postmark",
        "pct": 0.55
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.47
      },
      {
        "name": "MailHostBox",
        "pct": 0.46
      },
      {
        "name": "Mimecast",
        "pct": 0.37
      },
      {
        "name": "Help Scout",
        "pct": 0.26
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.25
      },
      {
        "name": "Elastic Email",
        "pct": 0.22
      },
      {
        "name": "Salesforce",
        "pct": 0.21
      },
      {
        "name": "Freshdesk",
        "pct": 0.2
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.16
      },
      {
        "name": "AuthSMTP",
        "pct": 0.16
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.16
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "MailChannels",
        "pct": 0.14
      },
      {
        "name": "Sailthru",
        "pct": 0.13
      },
      {
        "name": "SMTP2GO",
        "pct": 0.12
      },
      {
        "name": "Customer.io",
        "pct": 0.11
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.1
      },
      {
        "name": "Constant Contact",
        "pct": 0.09
      },
      {
        "name": "KingHost (BR)",
        "pct": 0.09
      },
      {
        "name": "Emarsys (SAP)",
        "pct": 0.07
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.54
      },
      {
        "name": "Trustpilot",
        "pct": 0.4
      },
      {
        "name": "Zendesk",
        "pct": 0.37
      },
      {
        "name": "BigCommerce",
        "pct": 0.25
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.11
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.1
      },
      {
        "name": "Qualtrics",
        "pct": 0.08
      },
      {
        "name": "ClickDimensions",
        "pct": 0.07
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.03
      },
      {
        "name": "Shopify",
        "pct": 0.03
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.01
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.0
      },
      {
        "name": "ConnectWise",
        "pct": 0.0
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.0
      },
      {
        "name": "RetailCRM",
        "pct": 0.0
      },
      {
        "name": "Basecamp",
        "pct": 0.0
      },
      {
        "name": "Heureka (CZ comparison)",
        "pct": 0.0
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.0
      },
      {
        "name": "Workday",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      },
      {
        "name": "Chargebee",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 865090,
      "max": 865090
    }
  },
  {
    "date": "2016-04-01",
    "file": "2016-04-01.html",
    "domains_with_mx": 843843,
    "domains_with_spf": 449460,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 43.32
      },
      {
        "name": "Google Workspace",
        "pct": 15.28
      },
      {
        "name": "Unknown / Other",
        "pct": 10.26
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.25
      },
      {
        "name": "Microsoft 365",
        "pct": 4.2
      },
      {
        "name": "GoDaddy",
        "pct": 4.05
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.35
      },
      {
        "name": "Yandex 360",
        "pct": 2.12
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.89
      },
      {
        "name": "OVH Mail",
        "pct": 0.85
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.76
      },
      {
        "name": "Zoho Mail",
        "pct": 0.7
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.53
      },
      {
        "name": "McAfee/Mxlogic",
        "pct": 0.48
      },
      {
        "name": "Mimecast",
        "pct": 0.43
      },
      {
        "name": "DreamHost",
        "pct": 0.38
      },
      {
        "name": "Beget (RU)",
        "pct": 0.35
      },
      {
        "name": "Proofpoint",
        "pct": 0.31
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.31
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.26
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.24
      },
      {
        "name": "Gandi Mail",
        "pct": 0.24
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.23
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.23
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.22
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.22
      },
      {
        "name": "MailHostBox",
        "pct": 0.21
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.21
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.19
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.04
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.05
      },
      {
        "name": "Zendesk",
        "pct": 1.92
      },
      {
        "name": "Mailgun",
        "pct": 1.74
      },
      {
        "name": "Mailchimp",
        "pct": 1.51
      },
      {
        "name": "Amazon SES",
        "pct": 1.43
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.12
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.7
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.67
      },
      {
        "name": "Postmark",
        "pct": 0.56
      },
      {
        "name": "MailHostBox",
        "pct": 0.45
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.44
      },
      {
        "name": "Mimecast",
        "pct": 0.39
      },
      {
        "name": "Help Scout",
        "pct": 0.27
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.24
      },
      {
        "name": "Elastic Email",
        "pct": 0.23
      },
      {
        "name": "SparkPost",
        "pct": 0.23
      },
      {
        "name": "Salesforce",
        "pct": 0.22
      },
      {
        "name": "Freshdesk",
        "pct": 0.2
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.17
      },
      {
        "name": "AuthSMTP",
        "pct": 0.17
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.16
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "MailChannels",
        "pct": 0.15
      },
      {
        "name": "Sailthru",
        "pct": 0.14
      },
      {
        "name": "SMTP2GO",
        "pct": 0.12
      },
      {
        "name": "Customer.io",
        "pct": 0.11
      },
      {
        "name": "Constant Contact",
        "pct": 0.1
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.1
      },
      {
        "name": "Emarsys (SAP)",
        "pct": 0.08
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.57
      },
      {
        "name": "Trustpilot",
        "pct": 0.4
      },
      {
        "name": "Zendesk",
        "pct": 0.36
      },
      {
        "name": "BigCommerce",
        "pct": 0.25
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.12
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.1
      },
      {
        "name": "Qualtrics",
        "pct": 0.08
      },
      {
        "name": "ClickDimensions",
        "pct": 0.07
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.04
      },
      {
        "name": "Shopify",
        "pct": 0.03
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.01
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.0
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "RetailCRM",
        "pct": 0.0
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.0
      },
      {
        "name": "Heureka (CZ comparison)",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "Basecamp",
        "pct": 0.0
      },
      {
        "name": "Workday",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      },
      {
        "name": "Auth0 (Okta)",
        "pct": 0.0
      },
      {
        "name": "Chargebee",
        "pct": 0.0
      }
    ],
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    "quality": "ok",
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    "domains_with_mx_range": {
      "min": 843843,
      "max": 843843
    }
  },
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    "date": "2016-05-01",
    "file": "2016-05-01.html",
    "domains_with_mx": 843824,
    "domains_with_spf": 455820,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
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      {
        "name": "Self-Hosted",
        "pct": 42.68
      },
      {
        "name": "Google Workspace",
        "pct": 15.5
      },
      {
        "name": "Unknown / Other",
        "pct": 10.37
      },
      {
        "name": "Microsoft 365",
        "pct": 4.37
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.25
      },
      {
        "name": "GoDaddy",
        "pct": 3.94
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.38
      },
      {
        "name": "Yandex 360",
        "pct": 2.1
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.41
      },
      {
        "name": "Rackspace Email",
        "pct": 0.89
      },
      {
        "name": "OVH Mail",
        "pct": 0.87
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.76
      },
      {
        "name": "Zoho Mail",
        "pct": 0.72
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.51
      },
      {
        "name": "McAfee/Mxlogic",
        "pct": 0.46
      },
      {
        "name": "Mimecast",
        "pct": 0.46
      },
      {
        "name": "DreamHost",
        "pct": 0.39
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Proofpoint",
        "pct": 0.32
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.31
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.29
      },
      {
        "name": "Gandi Mail",
        "pct": 0.26
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.25
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.24
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.24
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.22
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.22
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.2
      },
      {
        "name": "MailHostBox",
        "pct": 0.2
      },
      {
        "name": "NetEase 163",
        "pct": 0.19
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.57
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.27
      },
      {
        "name": "Zendesk",
        "pct": 2.09
      },
      {
        "name": "Mailgun",
        "pct": 1.95
      },
      {
        "name": "Mailchimp",
        "pct": 1.83
      },
      {
        "name": "Amazon SES",
        "pct": 1.49
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.05
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.74
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.66
      },
      {
        "name": "SparkPost",
        "pct": 0.6
      },
      {
        "name": "Postmark",
        "pct": 0.59
      },
      {
        "name": "MailHostBox",
        "pct": 0.43
      },
      {
        "name": "Mimecast",
        "pct": 0.42
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.42
      },
      {
        "name": "MailChannels",
        "pct": 0.38
      },
      {
        "name": "Help Scout",
        "pct": 0.27
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.26
      },
      {
        "name": "Elastic Email",
        "pct": 0.25
      },
      {
        "name": "Salesforce",
        "pct": 0.24
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.19
      },
      {
        "name": "AuthSMTP",
        "pct": 0.17
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.16
      },
      {
        "name": "Sailthru",
        "pct": 0.13
      },
      {
        "name": "SMTP2GO",
        "pct": 0.13
      },
      {
        "name": "Constant Contact",
        "pct": 0.11
      },
      {
        "name": "Customer.io",
        "pct": 0.11
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.1
      },
      {
        "name": "Emarsys (SAP)",
        "pct": 0.08
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.58
      },
      {
        "name": "Trustpilot",
        "pct": 0.4
      },
      {
        "name": "Zendesk",
        "pct": 0.35
      },
      {
        "name": "BigCommerce",
        "pct": 0.24
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.11
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.11
      },
      {
        "name": "Qualtrics",
        "pct": 0.08
      },
      {
        "name": "ClickDimensions",
        "pct": 0.08
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.04
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "Shopify",
        "pct": 0.03
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.01
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.01
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.0
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "Workday",
        "pct": 0.0
      },
      {
        "name": "Basecamp",
        "pct": 0.0
      },
      {
        "name": "Heureka (CZ comparison)",
        "pct": 0.0
      },
      {
        "name": "Chargebee",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "Shoptet",
        "pct": 0.0
      },
      {
        "name": "Auth0 (Okta)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 843824,
      "max": 843824
    }
  },
  {
    "date": "2016-06-01",
    "file": "2016-06-01.html",
    "domains_with_mx": 848829,
    "domains_with_spf": 462786,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 42.76
      },
      {
        "name": "Google Workspace",
        "pct": 15.4
      },
      {
        "name": "Unknown / Other",
        "pct": 10.35
      },
      {
        "name": "Microsoft 365",
        "pct": 4.46
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.23
      },
      {
        "name": "GoDaddy",
        "pct": 3.92
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.38
      },
      {
        "name": "Yandex 360",
        "pct": 2.08
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.88
      },
      {
        "name": "OVH Mail",
        "pct": 0.86
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.76
      },
      {
        "name": "Zoho Mail",
        "pct": 0.74
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.56
      },
      {
        "name": "Mimecast",
        "pct": 0.47
      },
      {
        "name": "McAfee/Mxlogic",
        "pct": 0.44
      },
      {
        "name": "DreamHost",
        "pct": 0.38
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Proofpoint",
        "pct": 0.32
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.32
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.31
      },
      {
        "name": "Gandi Mail",
        "pct": 0.25
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.24
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.23
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.22
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.21
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.21
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.21
      },
      {
        "name": "MailHostBox",
        "pct": 0.2
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.19
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.51
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.29
      },
      {
        "name": "Zendesk",
        "pct": 2.15
      },
      {
        "name": "Mailgun",
        "pct": 2.03
      },
      {
        "name": "Mailchimp",
        "pct": 2.01
      },
      {
        "name": "Amazon SES",
        "pct": 1.51
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.14
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.75
      },
      {
        "name": "SparkPost",
        "pct": 0.68
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.66
      },
      {
        "name": "Postmark",
        "pct": 0.6
      },
      {
        "name": "Mimecast",
        "pct": 0.43
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.43
      },
      {
        "name": "MailHostBox",
        "pct": 0.42
      },
      {
        "name": "MailChannels",
        "pct": 0.39
      },
      {
        "name": "Help Scout",
        "pct": 0.28
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.27
      },
      {
        "name": "Elastic Email",
        "pct": 0.26
      },
      {
        "name": "Salesforce",
        "pct": 0.26
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.22
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.17
      },
      {
        "name": "AuthSMTP",
        "pct": 0.17
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "Sailthru",
        "pct": 0.14
      },
      {
        "name": "SMTP2GO",
        "pct": 0.13
      },
      {
        "name": "Constant Contact",
        "pct": 0.12
      },
      {
        "name": "Customer.io",
        "pct": 0.11
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.09
      },
      {
        "name": "KingHost (BR)",
        "pct": 0.08
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.58
      },
      {
        "name": "Trustpilot",
        "pct": 0.4
      },
      {
        "name": "Zendesk",
        "pct": 0.34
      },
      {
        "name": "BigCommerce",
        "pct": 0.24
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.12
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.08
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.04
      },
      {
        "name": "Shopify",
        "pct": 0.04
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.01
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.01
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.01
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "Workday",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "Basecamp",
        "pct": 0.0
      },
      {
        "name": "Chargebee",
        "pct": 0.0
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      },
      {
        "name": "Heureka (CZ comparison)",
        "pct": 0.0
      },
      {
        "name": "Shoptet",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 848829,
      "max": 848829
    }
  },
  {
    "date": "2016-07-01",
    "file": "2016-07-01.html",
    "domains_with_mx": 842098,
    "domains_with_spf": 463893,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 42.24
      },
      {
        "name": "Google Workspace",
        "pct": 15.57
      },
      {
        "name": "Unknown / Other",
        "pct": 10.49
      },
      {
        "name": "Microsoft 365",
        "pct": 4.65
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.18
      },
      {
        "name": "GoDaddy",
        "pct": 3.91
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.35
      },
      {
        "name": "Yandex 360",
        "pct": 2.11
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.32
      },
      {
        "name": "Rackspace Email",
        "pct": 0.9
      },
      {
        "name": "OVH Mail",
        "pct": 0.85
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.78
      },
      {
        "name": "Zoho Mail",
        "pct": 0.77
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.57
      },
      {
        "name": "Mimecast",
        "pct": 0.5
      },
      {
        "name": "McAfee/Mxlogic",
        "pct": 0.42
      },
      {
        "name": "DreamHost",
        "pct": 0.37
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Proofpoint",
        "pct": 0.34
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.31
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.3
      },
      {
        "name": "Gandi Mail",
        "pct": 0.25
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.24
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.23
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.22
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.22
      },
      {
        "name": "MailHostBox",
        "pct": 0.21
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.21
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.21
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.2
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.54
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.29
      },
      {
        "name": "Mailchimp",
        "pct": 2.19
      },
      {
        "name": "Zendesk",
        "pct": 2.16
      },
      {
        "name": "Mailgun",
        "pct": 2.12
      },
      {
        "name": "Amazon SES",
        "pct": 1.55
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.14
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.76
      },
      {
        "name": "SparkPost",
        "pct": 0.72
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.67
      },
      {
        "name": "Postmark",
        "pct": 0.61
      },
      {
        "name": "Mimecast",
        "pct": 0.46
      },
      {
        "name": "MailHostBox",
        "pct": 0.44
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.44
      },
      {
        "name": "MailChannels",
        "pct": 0.4
      },
      {
        "name": "Help Scout",
        "pct": 0.28
      },
      {
        "name": "Salesforce",
        "pct": 0.28
      },
      {
        "name": "Elastic Email",
        "pct": 0.28
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.27
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.23
      },
      {
        "name": "Freshdesk",
        "pct": 0.22
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.17
      },
      {
        "name": "AuthSMTP",
        "pct": 0.17
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "Sailthru",
        "pct": 0.13
      },
      {
        "name": "SMTP2GO",
        "pct": 0.13
      },
      {
        "name": "Constant Contact",
        "pct": 0.12
      },
      {
        "name": "Customer.io",
        "pct": 0.11
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.09
      },
      {
        "name": "KingHost (BR)",
        "pct": 0.09
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.6
      },
      {
        "name": "Trustpilot",
        "pct": 0.4
      },
      {
        "name": "Zendesk",
        "pct": 0.34
      },
      {
        "name": "BigCommerce",
        "pct": 0.25
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.13
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.04
      },
      {
        "name": "Shopify",
        "pct": 0.04
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.01
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.01
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.01
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "Workday",
        "pct": 0.0
      },
      {
        "name": "Basecamp",
        "pct": 0.0
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.0
      },
      {
        "name": "Heureka (CZ comparison)",
        "pct": 0.0
      },
      {
        "name": "Shoptet",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 842098,
      "max": 842098
    }
  },
  {
    "date": "2016-08-01",
    "file": "2016-08-01.html",
    "domains_with_mx": 848095,
    "domains_with_spf": 469528,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 42.17
      },
      {
        "name": "Google Workspace",
        "pct": 15.76
      },
      {
        "name": "Unknown / Other",
        "pct": 10.31
      },
      {
        "name": "Microsoft 365",
        "pct": 4.62
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.25
      },
      {
        "name": "GoDaddy",
        "pct": 3.91
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.33
      },
      {
        "name": "Yandex 360",
        "pct": 2.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.21
      },
      {
        "name": "OVH Mail",
        "pct": 0.98
      },
      {
        "name": "Rackspace Email",
        "pct": 0.87
      },
      {
        "name": "Zoho Mail",
        "pct": 0.81
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.76
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.6
      },
      {
        "name": "Mimecast",
        "pct": 0.5
      },
      {
        "name": "DreamHost",
        "pct": 0.38
      },
      {
        "name": "McAfee/Mxlogic",
        "pct": 0.36
      },
      {
        "name": "Proofpoint",
        "pct": 0.33
      },
      {
        "name": "Beget (RU)",
        "pct": 0.31
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.3
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.3
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.29
      },
      {
        "name": "Gandi Mail",
        "pct": 0.27
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.24
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.21
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.21
      },
      {
        "name": "MailHostBox",
        "pct": 0.2
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.19
      },
      {
        "name": "Barracuda",
        "pct": 0.19
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.58
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.49
      },
      {
        "name": "Mailchimp",
        "pct": 2.4
      },
      {
        "name": "Zendesk",
        "pct": 2.38
      },
      {
        "name": "Mailgun",
        "pct": 2.19
      },
      {
        "name": "Amazon SES",
        "pct": 1.56
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.2
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.79
      },
      {
        "name": "SparkPost",
        "pct": 0.76
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.67
      },
      {
        "name": "Postmark",
        "pct": 0.62
      },
      {
        "name": "Mimecast",
        "pct": 0.47
      },
      {
        "name": "MailChannels",
        "pct": 0.45
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.42
      },
      {
        "name": "MailHostBox",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.3
      },
      {
        "name": "Elastic Email",
        "pct": 0.29
      },
      {
        "name": "Salesforce",
        "pct": 0.28
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.24
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.23
      },
      {
        "name": "Freshdesk",
        "pct": 0.23
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.19
      },
      {
        "name": "AuthSMTP",
        "pct": 0.17
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "SMTP2GO",
        "pct": 0.14
      },
      {
        "name": "Sailthru",
        "pct": 0.13
      },
      {
        "name": "Constant Contact",
        "pct": 0.13
      },
      {
        "name": "Customer.io",
        "pct": 0.11
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.11
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.1
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.6
      },
      {
        "name": "Trustpilot",
        "pct": 0.4
      },
      {
        "name": "Zendesk",
        "pct": 0.33
      },
      {
        "name": "BigCommerce",
        "pct": 0.23
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.13
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "Qualtrics",
        "pct": 0.09
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.04
      },
      {
        "name": "Shopify",
        "pct": 0.04
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.01
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.01
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.01
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "Shoptet",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      },
      {
        "name": "Workday",
        "pct": 0.0
      },
      {
        "name": "Basecamp",
        "pct": 0.0
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 848095,
      "max": 848095
    }
  },
  {
    "date": "2016-09-01",
    "file": "2016-09-01.html",
    "domains_with_mx": 835089,
    "domains_with_spf": 462936,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 41.83
      },
      {
        "name": "Google Workspace",
        "pct": 15.54
      },
      {
        "name": "Unknown / Other",
        "pct": 10.34
      },
      {
        "name": "Microsoft 365",
        "pct": 4.77
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.28
      },
      {
        "name": "GoDaddy",
        "pct": 3.82
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.3
      },
      {
        "name": "Yandex 360",
        "pct": 1.99
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.56
      },
      {
        "name": "OVH Mail",
        "pct": 1.03
      },
      {
        "name": "Rackspace Email",
        "pct": 0.86
      },
      {
        "name": "Zoho Mail",
        "pct": 0.79
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.77
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.65
      },
      {
        "name": "Mimecast",
        "pct": 0.52
      },
      {
        "name": "DreamHost",
        "pct": 0.36
      },
      {
        "name": "Proofpoint",
        "pct": 0.35
      },
      {
        "name": "McAfee/Mxlogic",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.31
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.3
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.3
      },
      {
        "name": "Gandi Mail",
        "pct": 0.28
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.27
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.27
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.23
      },
      {
        "name": "NetEase 163",
        "pct": 0.21
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.2
      },
      {
        "name": "Barracuda",
        "pct": 0.19
      },
      {
        "name": "MailHostBox",
        "pct": 0.19
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.57
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.5
      },
      {
        "name": "Mailchimp",
        "pct": 2.53
      },
      {
        "name": "Zendesk",
        "pct": 2.41
      },
      {
        "name": "Mailgun",
        "pct": 2.25
      },
      {
        "name": "Amazon SES",
        "pct": 1.61
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.28
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.82
      },
      {
        "name": "SparkPost",
        "pct": 0.8
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.68
      },
      {
        "name": "Postmark",
        "pct": 0.63
      },
      {
        "name": "Mimecast",
        "pct": 0.5
      },
      {
        "name": "MailChannels",
        "pct": 0.48
      },
      {
        "name": "MailHostBox",
        "pct": 0.4
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.37
      },
      {
        "name": "Elastic Email",
        "pct": 0.3
      },
      {
        "name": "Salesforce",
        "pct": 0.3
      },
      {
        "name": "Help Scout",
        "pct": 0.3
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.25
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.24
      },
      {
        "name": "Freshdesk",
        "pct": 0.23
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.2
      },
      {
        "name": "AuthSMTP",
        "pct": 0.18
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.17
      },
      {
        "name": "SMTP2GO",
        "pct": 0.14
      },
      {
        "name": "Constant Contact",
        "pct": 0.14
      },
      {
        "name": "Sailthru",
        "pct": 0.14
      },
      {
        "name": "Customer.io",
        "pct": 0.11
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.11
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.1
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.62
      },
      {
        "name": "Trustpilot",
        "pct": 0.41
      },
      {
        "name": "Zendesk",
        "pct": 0.32
      },
      {
        "name": "BigCommerce",
        "pct": 0.23
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.14
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.05
      },
      {
        "name": "Shopify",
        "pct": 0.05
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.01
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.01
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      },
      {
        "name": "Workday",
        "pct": 0.0
      },
      {
        "name": "Basecamp",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      },
      {
        "name": "Shoptet",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 835089,
      "max": 835089
    }
  },
  {
    "date": "2016-10-01",
    "file": "2016-10-01.html",
    "domains_with_mx": 838377,
    "domains_with_spf": 469807,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 42.05
      },
      {
        "name": "Google Workspace",
        "pct": 16.03
      },
      {
        "name": "Unknown / Other",
        "pct": 10.03
      },
      {
        "name": "Microsoft 365",
        "pct": 4.72
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.26
      },
      {
        "name": "GoDaddy",
        "pct": 3.98
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.23
      },
      {
        "name": "Yandex 360",
        "pct": 1.79
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.41
      },
      {
        "name": "OVH Mail",
        "pct": 1.08
      },
      {
        "name": "Zoho Mail",
        "pct": 0.88
      },
      {
        "name": "Rackspace Email",
        "pct": 0.83
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.8
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.73
      },
      {
        "name": "Mimecast",
        "pct": 0.49
      },
      {
        "name": "DreamHost",
        "pct": 0.39
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.34
      },
      {
        "name": "Proofpoint",
        "pct": 0.34
      },
      {
        "name": "Gandi Mail",
        "pct": 0.29
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "Beget (RU)",
        "pct": 0.28
      },
      {
        "name": "McAfee/Mxlogic",
        "pct": 0.28
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.26
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.25
      },
      {
        "name": "MailHostBox",
        "pct": 0.19
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.18
      },
      {
        "name": "NetEase 163",
        "pct": 0.18
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.47
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.6
      },
      {
        "name": "Mailchimp",
        "pct": 2.7
      },
      {
        "name": "Zendesk",
        "pct": 2.55
      },
      {
        "name": "Mailgun",
        "pct": 2.28
      },
      {
        "name": "Amazon SES",
        "pct": 1.63
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.53
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.84
      },
      {
        "name": "SparkPost",
        "pct": 0.82
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.67
      },
      {
        "name": "Postmark",
        "pct": 0.65
      },
      {
        "name": "MailChannels",
        "pct": 0.65
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.52
      },
      {
        "name": "Mimecast",
        "pct": 0.48
      },
      {
        "name": "MailHostBox",
        "pct": 0.39
      },
      {
        "name": "Elastic Email",
        "pct": 0.32
      },
      {
        "name": "Salesforce",
        "pct": 0.31
      },
      {
        "name": "Help Scout",
        "pct": 0.31
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.23
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.21
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.2
      },
      {
        "name": "AuthSMTP",
        "pct": 0.17
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.15
      },
      {
        "name": "Constant Contact",
        "pct": 0.14
      },
      {
        "name": "SMTP2GO",
        "pct": 0.14
      },
      {
        "name": "Sailthru",
        "pct": 0.13
      },
      {
        "name": "Customer.io",
        "pct": 0.11
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.11
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.11
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.61
      },
      {
        "name": "Trustpilot",
        "pct": 0.38
      },
      {
        "name": "Zendesk",
        "pct": 0.31
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.14
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "Shopify",
        "pct": 0.05
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.05
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.01
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.01
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "Shoptet",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      },
      {
        "name": "Workday",
        "pct": 0.0
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.0
      },
      {
        "name": "Basecamp",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 838377,
      "max": 838377
    }
  },
  {
    "date": "2016-11-01",
    "file": "2016-11-01.html",
    "domains_with_mx": 837849,
    "domains_with_spf": 472624,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 42.2
      },
      {
        "name": "Google Workspace",
        "pct": 16.04
      },
      {
        "name": "Unknown / Other",
        "pct": 9.83
      },
      {
        "name": "Microsoft 365",
        "pct": 4.64
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.2
      },
      {
        "name": "GoDaddy",
        "pct": 4.07
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.11
      },
      {
        "name": "Yandex 360",
        "pct": 1.95
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.3
      },
      {
        "name": "OVH Mail",
        "pct": 1.06
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.95
      },
      {
        "name": "Zoho Mail",
        "pct": 0.93
      },
      {
        "name": "Rackspace Email",
        "pct": 0.8
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.69
      },
      {
        "name": "Mimecast",
        "pct": 0.49
      },
      {
        "name": "DreamHost",
        "pct": 0.4
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.33
      },
      {
        "name": "Proofpoint",
        "pct": 0.33
      },
      {
        "name": "Beget (RU)",
        "pct": 0.31
      },
      {
        "name": "Gandi Mail",
        "pct": 0.29
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.28
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.28
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.26
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.25
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.24
      },
      {
        "name": "McAfee/Mxlogic",
        "pct": 0.23
      },
      {
        "name": "MailHostBox",
        "pct": 0.21
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.2
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.17
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.36
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.76
      },
      {
        "name": "Mailchimp",
        "pct": 2.84
      },
      {
        "name": "Zendesk",
        "pct": 2.74
      },
      {
        "name": "Mailgun",
        "pct": 2.33
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.79
      },
      {
        "name": "Amazon SES",
        "pct": 1.61
      },
      {
        "name": "SparkPost",
        "pct": 0.84
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.82
      },
      {
        "name": "MailChannels",
        "pct": 0.69
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.66
      },
      {
        "name": "Postmark",
        "pct": 0.65
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.58
      },
      {
        "name": "Mimecast",
        "pct": 0.49
      },
      {
        "name": "MailHostBox",
        "pct": 0.42
      },
      {
        "name": "Elastic Email",
        "pct": 0.34
      },
      {
        "name": "Salesforce",
        "pct": 0.32
      },
      {
        "name": "Help Scout",
        "pct": 0.31
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.26
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.23
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.19
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.19
      },
      {
        "name": "AuthSMTP",
        "pct": 0.17
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.14
      },
      {
        "name": "SMTP2GO",
        "pct": 0.14
      },
      {
        "name": "Constant Contact",
        "pct": 0.14
      },
      {
        "name": "Sailthru",
        "pct": 0.13
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.12
      },
      {
        "name": "Customer.io",
        "pct": 0.11
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.6
      },
      {
        "name": "Trustpilot",
        "pct": 0.37
      },
      {
        "name": "Zendesk",
        "pct": 0.3
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.14
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "Qualtrics",
        "pct": 0.09
      },
      {
        "name": "Shopify",
        "pct": 0.06
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.04
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.01
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      },
      {
        "name": "Webex (Cisco)",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      },
      {
        "name": "Workday",
        "pct": 0.0
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 837849,
      "max": 837849
    }
  },
  {
    "date": "2016-12-01",
    "file": "2016-12-01.html",
    "domains_with_mx": 825158,
    "domains_with_spf": 467480,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 41.26
      },
      {
        "name": "Google Workspace",
        "pct": 15.81
      },
      {
        "name": "Unknown / Other",
        "pct": 10.2
      },
      {
        "name": "Microsoft 365",
        "pct": 4.86
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.35
      },
      {
        "name": "GoDaddy",
        "pct": 3.83
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.22
      },
      {
        "name": "Yandex 360",
        "pct": 2.16
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.42
      },
      {
        "name": "OVH Mail",
        "pct": 1.11
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.91
      },
      {
        "name": "Zoho Mail",
        "pct": 0.82
      },
      {
        "name": "Rackspace Email",
        "pct": 0.81
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.71
      },
      {
        "name": "Mimecast",
        "pct": 0.51
      },
      {
        "name": "DreamHost",
        "pct": 0.38
      },
      {
        "name": "Beget (RU)",
        "pct": 0.38
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.35
      },
      {
        "name": "Proofpoint",
        "pct": 0.35
      },
      {
        "name": "Gandi Mail",
        "pct": 0.3
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.28
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.24
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.23
      },
      {
        "name": "McAfee/Mxlogic",
        "pct": 0.21
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.19
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.19
      },
      {
        "name": "NetEase 163",
        "pct": 0.18
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.37
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.8
      },
      {
        "name": "Mailchimp",
        "pct": 2.97
      },
      {
        "name": "Zendesk",
        "pct": 2.78
      },
      {
        "name": "Mailgun",
        "pct": 2.35
      },
      {
        "name": "Amazon SES",
        "pct": 1.7
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.69
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.86
      },
      {
        "name": "SparkPost",
        "pct": 0.86
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.67
      },
      {
        "name": "MailChannels",
        "pct": 0.67
      },
      {
        "name": "Postmark",
        "pct": 0.66
      },
      {
        "name": "Mimecast",
        "pct": 0.51
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.4
      },
      {
        "name": "Salesforce",
        "pct": 0.35
      },
      {
        "name": "MailHostBox",
        "pct": 0.34
      },
      {
        "name": "Elastic Email",
        "pct": 0.33
      },
      {
        "name": "Help Scout",
        "pct": 0.32
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.29
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.23
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.21
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.19
      },
      {
        "name": "AuthSMTP",
        "pct": 0.18
      },
      {
        "name": "Constant Contact",
        "pct": 0.15
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.15
      },
      {
        "name": "SMTP2GO",
        "pct": 0.14
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.13
      },
      {
        "name": "Sailthru",
        "pct": 0.13
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.12
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.63
      },
      {
        "name": "Trustpilot",
        "pct": 0.39
      },
      {
        "name": "Zendesk",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.22
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.15
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "Shopify",
        "pct": 0.07
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.05
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.01
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.01
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "Shoptet",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "Webex (Cisco)",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      },
      {
        "name": "Workday",
        "pct": 0.0
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      },
      {
        "name": "Basecamp",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
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    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 825158,
      "max": 825158
    }
  },
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    "date": "2017-01-01",
    "file": "2017-01-01.html",
    "domains_with_mx": 827995,
    "domains_with_spf": 470990,
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    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
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      {
        "name": "Self-Hosted",
        "pct": 41.25
      },
      {
        "name": "Google Workspace",
        "pct": 15.62
      },
      {
        "name": "Unknown / Other",
        "pct": 10.13
      },
      {
        "name": "Microsoft 365",
        "pct": 4.78
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.36
      },
      {
        "name": "GoDaddy",
        "pct": 3.8
      },
      {
        "name": "Yandex 360",
        "pct": 2.22
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.21
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.51
      },
      {
        "name": "OVH Mail",
        "pct": 1.13
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.96
      },
      {
        "name": "Zoho Mail",
        "pct": 0.85
      },
      {
        "name": "Rackspace Email",
        "pct": 0.77
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.68
      },
      {
        "name": "Mimecast",
        "pct": 0.5
      },
      {
        "name": "Beget (RU)",
        "pct": 0.41
      },
      {
        "name": "DreamHost",
        "pct": 0.39
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.36
      },
      {
        "name": "Proofpoint",
        "pct": 0.36
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Gandi Mail",
        "pct": 0.3
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.25
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.24
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.2
      },
      {
        "name": "NetEase 163",
        "pct": 0.2
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.19
      },
      {
        "name": "Barracuda",
        "pct": 0.18
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.22
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.88
      },
      {
        "name": "Mailchimp",
        "pct": 3.0
      },
      {
        "name": "Zendesk",
        "pct": 2.89
      },
      {
        "name": "Mailgun",
        "pct": 2.41
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.78
      },
      {
        "name": "Amazon SES",
        "pct": 1.71
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.86
      },
      {
        "name": "SparkPost",
        "pct": 0.86
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.67
      },
      {
        "name": "Postmark",
        "pct": 0.66
      },
      {
        "name": "MailChannels",
        "pct": 0.64
      },
      {
        "name": "Mimecast",
        "pct": 0.52
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.39
      },
      {
        "name": "MailHostBox",
        "pct": 0.35
      },
      {
        "name": "Salesforce",
        "pct": 0.35
      },
      {
        "name": "Elastic Email",
        "pct": 0.34
      },
      {
        "name": "Help Scout",
        "pct": 0.31
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.3
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.24
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.21
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.19
      },
      {
        "name": "AuthSMTP",
        "pct": 0.18
      },
      {
        "name": "Constant Contact",
        "pct": 0.15
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.15
      },
      {
        "name": "SMTP2GO",
        "pct": 0.14
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.14
      },
      {
        "name": "Sailthru",
        "pct": 0.13
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.12
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.61
      },
      {
        "name": "Trustpilot",
        "pct": 0.38
      },
      {
        "name": "Zendesk",
        "pct": 0.28
      },
      {
        "name": "BigCommerce",
        "pct": 0.21
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.15
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "Shopify",
        "pct": 0.07
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.05
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.01
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.0
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      },
      {
        "name": "Webex (Cisco)",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 827995,
      "max": 827995
    }
  },
  {
    "date": "2017-02-01",
    "file": "2017-02-01.html",
    "domains_with_mx": 839476,
    "domains_with_spf": 482733,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 40.93
      },
      {
        "name": "Google Workspace",
        "pct": 15.75
      },
      {
        "name": "Unknown / Other",
        "pct": 10.38
      },
      {
        "name": "Microsoft 365",
        "pct": 5.02
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.35
      },
      {
        "name": "GoDaddy",
        "pct": 3.77
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.2
      },
      {
        "name": "Yandex 360",
        "pct": 2.18
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.22
      },
      {
        "name": "OVH Mail",
        "pct": 1.14
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.97
      },
      {
        "name": "Zoho Mail",
        "pct": 0.85
      },
      {
        "name": "Rackspace Email",
        "pct": 0.79
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.7
      },
      {
        "name": "Mimecast",
        "pct": 0.55
      },
      {
        "name": "Beget (RU)",
        "pct": 0.41
      },
      {
        "name": "DreamHost",
        "pct": 0.39
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.37
      },
      {
        "name": "Proofpoint",
        "pct": 0.36
      },
      {
        "name": "Gandi Mail",
        "pct": 0.31
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.29
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.25
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.25
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.25
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.23
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.19
      },
      {
        "name": "Barracuda",
        "pct": 0.19
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.18
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.24
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.12
      },
      {
        "name": "Zendesk",
        "pct": 3.12
      },
      {
        "name": "Mailchimp",
        "pct": 3.12
      },
      {
        "name": "Mailgun",
        "pct": 2.46
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.78
      },
      {
        "name": "Amazon SES",
        "pct": 1.72
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.88
      },
      {
        "name": "SparkPost",
        "pct": 0.87
      },
      {
        "name": "Postmark",
        "pct": 0.67
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.67
      },
      {
        "name": "MailChannels",
        "pct": 0.64
      },
      {
        "name": "Mimecast",
        "pct": 0.56
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.37
      },
      {
        "name": "Salesforce",
        "pct": 0.36
      },
      {
        "name": "Elastic Email",
        "pct": 0.36
      },
      {
        "name": "MailHostBox",
        "pct": 0.34
      },
      {
        "name": "Help Scout",
        "pct": 0.32
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.29
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.25
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.2
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.2
      },
      {
        "name": "AuthSMTP",
        "pct": 0.18
      },
      {
        "name": "Constant Contact",
        "pct": 0.16
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.15
      },
      {
        "name": "SMTP2GO",
        "pct": 0.15
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.15
      },
      {
        "name": "Sailthru",
        "pct": 0.12
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.12
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.65
      },
      {
        "name": "Trustpilot",
        "pct": 0.38
      },
      {
        "name": "Zendesk",
        "pct": 0.27
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.17
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "Shopify",
        "pct": 0.07
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.05
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      },
      {
        "name": "Webex (Cisco)",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 839476,
      "max": 839476
    }
  },
  {
    "date": "2017-03-01",
    "file": "2017-03-01.html",
    "domains_with_mx": 824804,
    "domains_with_spf": 483151,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 40.75
      },
      {
        "name": "Google Workspace",
        "pct": 16.01
      },
      {
        "name": "Unknown / Other",
        "pct": 10.15
      },
      {
        "name": "Microsoft 365",
        "pct": 5.24
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.54
      },
      {
        "name": "GoDaddy",
        "pct": 3.47
      },
      {
        "name": "Yandex 360",
        "pct": 2.28
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.19
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.2
      },
      {
        "name": "OVH Mail",
        "pct": 1.13
      },
      {
        "name": "Zoho Mail",
        "pct": 0.85
      },
      {
        "name": "Rackspace Email",
        "pct": 0.81
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.8
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.7
      },
      {
        "name": "Mimecast",
        "pct": 0.58
      },
      {
        "name": "Beget (RU)",
        "pct": 0.42
      },
      {
        "name": "Proofpoint",
        "pct": 0.38
      },
      {
        "name": "DreamHost",
        "pct": 0.38
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.37
      },
      {
        "name": "Gandi Mail",
        "pct": 0.31
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.29
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.26
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.26
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.25
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.24
      },
      {
        "name": "Barracuda",
        "pct": 0.2
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.2
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.19
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.24
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.72
      },
      {
        "name": "Mailchimp",
        "pct": 3.26
      },
      {
        "name": "Zendesk",
        "pct": 2.73
      },
      {
        "name": "Mailgun",
        "pct": 2.5
      },
      {
        "name": "Amazon SES",
        "pct": 1.76
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.44
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.89
      },
      {
        "name": "SparkPost",
        "pct": 0.85
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.69
      },
      {
        "name": "Postmark",
        "pct": 0.69
      },
      {
        "name": "MailChannels",
        "pct": 0.64
      },
      {
        "name": "Mimecast",
        "pct": 0.59
      },
      {
        "name": "Salesforce",
        "pct": 0.38
      },
      {
        "name": "Elastic Email",
        "pct": 0.36
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.34
      },
      {
        "name": "Help Scout",
        "pct": 0.33
      },
      {
        "name": "MailHostBox",
        "pct": 0.32
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.31
      },
      {
        "name": "Freshdesk",
        "pct": 0.25
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.24
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.22
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.2
      },
      {
        "name": "AuthSMTP",
        "pct": 0.18
      },
      {
        "name": "Constant Contact",
        "pct": 0.16
      },
      {
        "name": "SMTP2GO",
        "pct": 0.15
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.15
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.14
      },
      {
        "name": "Sailthru",
        "pct": 0.13
      },
      {
        "name": "MailUp",
        "pct": 0.12
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.68
      },
      {
        "name": "Trustpilot",
        "pct": 0.38
      },
      {
        "name": "Zendesk",
        "pct": 0.27
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.19
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "Shopify",
        "pct": 0.07
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.06
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.01
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      },
      {
        "name": "KnowBe4",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 824804,
      "max": 824804
    }
  },
  {
    "date": "2017-04-01",
    "file": "2017-04-01.html",
    "domains_with_mx": 828454,
    "domains_with_spf": 490217,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 39.72
      },
      {
        "name": "Google Workspace",
        "pct": 16.33
      },
      {
        "name": "Unknown / Other",
        "pct": 10.08
      },
      {
        "name": "Microsoft 365",
        "pct": 5.47
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.46
      },
      {
        "name": "GoDaddy",
        "pct": 3.59
      },
      {
        "name": "Yandex 360",
        "pct": 2.29
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.21
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.33
      },
      {
        "name": "OVH Mail",
        "pct": 1.11
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.92
      },
      {
        "name": "Zoho Mail",
        "pct": 0.87
      },
      {
        "name": "Rackspace Email",
        "pct": 0.81
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.72
      },
      {
        "name": "Mimecast",
        "pct": 0.61
      },
      {
        "name": "Beget (RU)",
        "pct": 0.42
      },
      {
        "name": "Proofpoint",
        "pct": 0.41
      },
      {
        "name": "DreamHost",
        "pct": 0.4
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.34
      },
      {
        "name": "Gandi Mail",
        "pct": 0.31
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.29
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.29
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.27
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.24
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.23
      },
      {
        "name": "Barracuda",
        "pct": 0.21
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.21
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.19
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.28
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.77
      },
      {
        "name": "Mailchimp",
        "pct": 3.44
      },
      {
        "name": "Zendesk",
        "pct": 2.77
      },
      {
        "name": "Mailgun",
        "pct": 2.57
      },
      {
        "name": "Amazon SES",
        "pct": 1.79
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.91
      },
      {
        "name": "SparkPost",
        "pct": 0.84
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.71
      },
      {
        "name": "Postmark",
        "pct": 0.7
      },
      {
        "name": "Mimecast",
        "pct": 0.64
      },
      {
        "name": "MailChannels",
        "pct": 0.62
      },
      {
        "name": "Salesforce",
        "pct": 0.39
      },
      {
        "name": "Elastic Email",
        "pct": 0.38
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.37
      },
      {
        "name": "Help Scout",
        "pct": 0.33
      },
      {
        "name": "MailHostBox",
        "pct": 0.31
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.31
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.23
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.22
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.2
      },
      {
        "name": "AuthSMTP",
        "pct": 0.19
      },
      {
        "name": "Constant Contact",
        "pct": 0.17
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.16
      },
      {
        "name": "SMTP2GO",
        "pct": 0.16
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.15
      },
      {
        "name": "Sailthru",
        "pct": 0.12
      },
      {
        "name": "MailUp",
        "pct": 0.12
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.72
      },
      {
        "name": "Trustpilot",
        "pct": 0.37
      },
      {
        "name": "Zendesk",
        "pct": 0.27
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "ClickDimensions",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "Shopify",
        "pct": 0.08
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.06
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.04
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      },
      {
        "name": "KnowBe4",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 828454,
      "max": 828454
    }
  },
  {
    "date": "2017-05-01",
    "file": "2017-05-01.html",
    "domains_with_mx": 828210,
    "domains_with_spf": 493097,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 39.57
      },
      {
        "name": "Google Workspace",
        "pct": 16.29
      },
      {
        "name": "Unknown / Other",
        "pct": 10.0
      },
      {
        "name": "Microsoft 365",
        "pct": 5.49
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.43
      },
      {
        "name": "GoDaddy",
        "pct": 3.59
      },
      {
        "name": "Yandex 360",
        "pct": 2.32
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.19
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.4
      },
      {
        "name": "OVH Mail",
        "pct": 1.1
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.02
      },
      {
        "name": "Zoho Mail",
        "pct": 0.88
      },
      {
        "name": "Rackspace Email",
        "pct": 0.79
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.71
      },
      {
        "name": "Mimecast",
        "pct": 0.61
      },
      {
        "name": "Beget (RU)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint",
        "pct": 0.42
      },
      {
        "name": "DreamHost",
        "pct": 0.4
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.35
      },
      {
        "name": "Gandi Mail",
        "pct": 0.31
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.29
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.27
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.25
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.25
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.21
      },
      {
        "name": "Barracuda",
        "pct": 0.21
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.2
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.93
      },
      {
        "name": "Mailchimp",
        "pct": 3.51
      },
      {
        "name": "Zendesk",
        "pct": 2.94
      },
      {
        "name": "Mailgun",
        "pct": 2.57
      },
      {
        "name": "Amazon SES",
        "pct": 1.81
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.8
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.9
      },
      {
        "name": "SparkPost",
        "pct": 0.82
      },
      {
        "name": "Postmark",
        "pct": 0.72
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.69
      },
      {
        "name": "Mimecast",
        "pct": 0.64
      },
      {
        "name": "MailChannels",
        "pct": 0.62
      },
      {
        "name": "Salesforce",
        "pct": 0.4
      },
      {
        "name": "Elastic Email",
        "pct": 0.39
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.36
      },
      {
        "name": "Help Scout",
        "pct": 0.33
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.32
      },
      {
        "name": "MailHostBox",
        "pct": 0.31
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.24
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.22
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.2
      },
      {
        "name": "AuthSMTP",
        "pct": 0.18
      },
      {
        "name": "Constant Contact",
        "pct": 0.17
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.16
      },
      {
        "name": "SMTP2GO",
        "pct": 0.16
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.15
      },
      {
        "name": "MailerSend",
        "pct": 0.13
      },
      {
        "name": "Sailthru",
        "pct": 0.12
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.71
      },
      {
        "name": "Trustpilot",
        "pct": 0.37
      },
      {
        "name": "Zendesk",
        "pct": 0.26
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.23
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "ClickDimensions",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "Shopify",
        "pct": 0.08
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.06
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.04
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      },
      {
        "name": "KnowBe4",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 828210,
      "max": 828210
    }
  },
  {
    "date": "2017-06-01",
    "file": "2017-06-01.html",
    "domains_with_mx": 828635,
    "domains_with_spf": 497007,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 39.38
      },
      {
        "name": "Google Workspace",
        "pct": 16.42
      },
      {
        "name": "Unknown / Other",
        "pct": 9.95
      },
      {
        "name": "Microsoft 365",
        "pct": 5.59
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.45
      },
      {
        "name": "GoDaddy",
        "pct": 3.51
      },
      {
        "name": "Yandex 360",
        "pct": 2.29
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.19
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.41
      },
      {
        "name": "OVH Mail",
        "pct": 1.11
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.96
      },
      {
        "name": "Zoho Mail",
        "pct": 0.91
      },
      {
        "name": "Rackspace Email",
        "pct": 0.78
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.7
      },
      {
        "name": "Mimecast",
        "pct": 0.65
      },
      {
        "name": "Proofpoint",
        "pct": 0.43
      },
      {
        "name": "Beget (RU)",
        "pct": 0.43
      },
      {
        "name": "DreamHost",
        "pct": 0.4
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.35
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Gandi Mail",
        "pct": 0.3
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.27
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.25
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.24
      },
      {
        "name": "Barracuda",
        "pct": 0.22
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.22
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.2
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.2
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.99
      },
      {
        "name": "Mailchimp",
        "pct": 3.65
      },
      {
        "name": "Zendesk",
        "pct": 3.02
      },
      {
        "name": "Mailgun",
        "pct": 2.58
      },
      {
        "name": "Amazon SES",
        "pct": 1.85
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.68
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.91
      },
      {
        "name": "SparkPost",
        "pct": 0.81
      },
      {
        "name": "Postmark",
        "pct": 0.72
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.7
      },
      {
        "name": "Mimecast",
        "pct": 0.66
      },
      {
        "name": "MailChannels",
        "pct": 0.63
      },
      {
        "name": "Salesforce",
        "pct": 0.42
      },
      {
        "name": "Elastic Email",
        "pct": 0.4
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.39
      },
      {
        "name": "Help Scout",
        "pct": 0.33
      },
      {
        "name": "MailHostBox",
        "pct": 0.32
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.32
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.25
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.22
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.19
      },
      {
        "name": "AuthSMTP",
        "pct": 0.18
      },
      {
        "name": "Constant Contact",
        "pct": 0.17
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.17
      },
      {
        "name": "SMTP2GO",
        "pct": 0.17
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "MailerSend",
        "pct": 0.13
      },
      {
        "name": "MailUp",
        "pct": 0.12
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.72
      },
      {
        "name": "Trustpilot",
        "pct": 0.37
      },
      {
        "name": "Zendesk",
        "pct": 0.25
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.23
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "ClickDimensions",
        "pct": 0.13
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "Shopify",
        "pct": 0.09
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.06
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.05
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.01
      },
      {
        "name": "RetailCRM",
        "pct": 0.01
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      },
      {
        "name": "KnowBe4",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
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    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 828635,
      "max": 828635
    }
  },
  {
    "date": "2017-07-01",
    "file": "2017-07-01.html",
    "domains_with_mx": 830824,
    "domains_with_spf": 502438,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 38.93
      },
      {
        "name": "Google Workspace",
        "pct": 16.63
      },
      {
        "name": "Unknown / Other",
        "pct": 9.92
      },
      {
        "name": "Microsoft 365",
        "pct": 5.78
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.42
      },
      {
        "name": "GoDaddy",
        "pct": 3.39
      },
      {
        "name": "Yandex 360",
        "pct": 2.32
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.17
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.48
      },
      {
        "name": "OVH Mail",
        "pct": 1.11
      },
      {
        "name": "Zoho Mail",
        "pct": 0.93
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.89
      },
      {
        "name": "Rackspace Email",
        "pct": 0.8
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.7
      },
      {
        "name": "Mimecast",
        "pct": 0.69
      },
      {
        "name": "Proofpoint",
        "pct": 0.46
      },
      {
        "name": "Beget (RU)",
        "pct": 0.43
      },
      {
        "name": "DreamHost",
        "pct": 0.39
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.33
      },
      {
        "name": "Gandi Mail",
        "pct": 0.31
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.27
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.27
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.27
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.25
      },
      {
        "name": "Barracuda",
        "pct": 0.24
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.23
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.22
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.21
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.22
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.07
      },
      {
        "name": "Mailchimp",
        "pct": 3.78
      },
      {
        "name": "Zendesk",
        "pct": 3.11
      },
      {
        "name": "Mailgun",
        "pct": 2.61
      },
      {
        "name": "Amazon SES",
        "pct": 1.87
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.55
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.93
      },
      {
        "name": "SparkPost",
        "pct": 0.8
      },
      {
        "name": "Postmark",
        "pct": 0.73
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.71
      },
      {
        "name": "Mimecast",
        "pct": 0.69
      },
      {
        "name": "MailChannels",
        "pct": 0.61
      },
      {
        "name": "Salesforce",
        "pct": 0.44
      },
      {
        "name": "Elastic Email",
        "pct": 0.4
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.38
      },
      {
        "name": "Help Scout",
        "pct": 0.34
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.33
      },
      {
        "name": "MailHostBox",
        "pct": 0.31
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.26
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.2
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.19
      },
      {
        "name": "Constant Contact",
        "pct": 0.18
      },
      {
        "name": "SMTP2GO",
        "pct": 0.18
      },
      {
        "name": "AuthSMTP",
        "pct": 0.18
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.17
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "MailerSend",
        "pct": 0.13
      },
      {
        "name": "MailUp",
        "pct": 0.13
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.75
      },
      {
        "name": "Trustpilot",
        "pct": 0.37
      },
      {
        "name": "Zendesk",
        "pct": 0.25
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.24
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "ClickDimensions",
        "pct": 0.13
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "Shopify",
        "pct": 0.1
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.08
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.06
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.03
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "RetailCRM",
        "pct": 0.02
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      },
      {
        "name": "KnowBe4",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.0
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 830824,
      "max": 830824
    }
  },
  {
    "date": "2017-08-01",
    "file": "2017-08-01.html",
    "domains_with_mx": 829376,
    "domains_with_spf": 505516,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 38.88
      },
      {
        "name": "Google Workspace",
        "pct": 16.6
      },
      {
        "name": "Unknown / Other",
        "pct": 9.85
      },
      {
        "name": "Microsoft 365",
        "pct": 5.83
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.4
      },
      {
        "name": "GoDaddy",
        "pct": 3.33
      },
      {
        "name": "Yandex 360",
        "pct": 2.34
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.16
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.47
      },
      {
        "name": "OVH Mail",
        "pct": 1.1
      },
      {
        "name": "Zoho Mail",
        "pct": 0.94
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.88
      },
      {
        "name": "Rackspace Email",
        "pct": 0.81
      },
      {
        "name": "Mimecast",
        "pct": 0.7
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.69
      },
      {
        "name": "Proofpoint",
        "pct": 0.49
      },
      {
        "name": "Beget (RU)",
        "pct": 0.44
      },
      {
        "name": "DreamHost",
        "pct": 0.4
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.34
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.33
      },
      {
        "name": "Gandi Mail",
        "pct": 0.31
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.28
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.28
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.27
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "Barracuda",
        "pct": 0.24
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.24
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.23
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.22
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.12
      },
      {
        "name": "Mailchimp",
        "pct": 3.88
      },
      {
        "name": "Zendesk",
        "pct": 3.16
      },
      {
        "name": "Mailgun",
        "pct": 2.66
      },
      {
        "name": "Amazon SES",
        "pct": 1.88
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.52
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.94
      },
      {
        "name": "SparkPost",
        "pct": 0.79
      },
      {
        "name": "Postmark",
        "pct": 0.73
      },
      {
        "name": "Mimecast",
        "pct": 0.72
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.7
      },
      {
        "name": "MailChannels",
        "pct": 0.61
      },
      {
        "name": "Salesforce",
        "pct": 0.44
      },
      {
        "name": "Elastic Email",
        "pct": 0.42
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.36
      },
      {
        "name": "Help Scout",
        "pct": 0.34
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.33
      },
      {
        "name": "MailHostBox",
        "pct": 0.31
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.28
      },
      {
        "name": "Freshdesk",
        "pct": 0.25
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.22
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.19
      },
      {
        "name": "AuthSMTP",
        "pct": 0.19
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.18
      },
      {
        "name": "SMTP2GO",
        "pct": 0.18
      },
      {
        "name": "Constant Contact",
        "pct": 0.18
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "MailerSend",
        "pct": 0.14
      },
      {
        "name": "MailUp",
        "pct": 0.13
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.75
      },
      {
        "name": "Trustpilot",
        "pct": 0.37
      },
      {
        "name": "Zendesk",
        "pct": 0.25
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.24
      },
      {
        "name": "BigCommerce",
        "pct": 0.22
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "Shopify",
        "pct": 0.1
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.08
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.06
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.03
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "RetailCRM",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "ConnectWise",
        "pct": 0.01
      },
      {
        "name": "KnowBe4",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 829376,
      "max": 829376
    }
  },
  {
    "date": "2017-09-01",
    "file": "2017-09-01.html",
    "domains_with_mx": 815671,
    "domains_with_spf": 500347,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 38.46
      },
      {
        "name": "Google Workspace",
        "pct": 16.85
      },
      {
        "name": "Unknown / Other",
        "pct": 9.87
      },
      {
        "name": "Microsoft 365",
        "pct": 5.97
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.35
      },
      {
        "name": "GoDaddy",
        "pct": 3.22
      },
      {
        "name": "Yandex 360",
        "pct": 2.37
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.15
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.51
      },
      {
        "name": "OVH Mail",
        "pct": 1.08
      },
      {
        "name": "Zoho Mail",
        "pct": 0.95
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.91
      },
      {
        "name": "Rackspace Email",
        "pct": 0.8
      },
      {
        "name": "Mimecast",
        "pct": 0.73
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.7
      },
      {
        "name": "Proofpoint",
        "pct": 0.51
      },
      {
        "name": "Beget (RU)",
        "pct": 0.44
      },
      {
        "name": "DreamHost",
        "pct": 0.39
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.37
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.33
      },
      {
        "name": "Gandi Mail",
        "pct": 0.3
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.29
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.29
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "Barracuda",
        "pct": 0.25
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.23
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.23
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.22
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.22
      },
      {
        "name": "Mailchimp",
        "pct": 4.03
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.0
      },
      {
        "name": "Zendesk",
        "pct": 3.04
      },
      {
        "name": "Mailgun",
        "pct": 2.69
      },
      {
        "name": "Amazon SES",
        "pct": 1.95
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.57
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.94
      },
      {
        "name": "SparkPost",
        "pct": 0.78
      },
      {
        "name": "Mimecast",
        "pct": 0.76
      },
      {
        "name": "Postmark",
        "pct": 0.76
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.73
      },
      {
        "name": "MailChannels",
        "pct": 0.59
      },
      {
        "name": "Salesforce",
        "pct": 0.47
      },
      {
        "name": "Elastic Email",
        "pct": 0.44
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.37
      },
      {
        "name": "Help Scout",
        "pct": 0.35
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.35
      },
      {
        "name": "MailHostBox",
        "pct": 0.3
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.29
      },
      {
        "name": "Freshdesk",
        "pct": 0.25
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.22
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.19
      },
      {
        "name": "SMTP2GO",
        "pct": 0.19
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.19
      },
      {
        "name": "AuthSMTP",
        "pct": 0.19
      },
      {
        "name": "Constant Contact",
        "pct": 0.18
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.17
      },
      {
        "name": "MailerSend",
        "pct": 0.14
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.14
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "Trustpilot",
        "pct": 0.38
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.25
      },
      {
        "name": "Zendesk",
        "pct": 0.24
      },
      {
        "name": "BigCommerce",
        "pct": 0.22
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "Shopify",
        "pct": 0.1
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.09
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.06
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.03
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "RetailCRM",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "ConnectWise",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "KnowBe4",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 815671,
      "max": 815671
    }
  },
  {
    "date": "2017-10-01",
    "file": "2017-10-01.html",
    "domains_with_mx": 823380,
    "domains_with_spf": 508173,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 38.36
      },
      {
        "name": "Google Workspace",
        "pct": 16.81
      },
      {
        "name": "Unknown / Other",
        "pct": 9.87
      },
      {
        "name": "Microsoft 365",
        "pct": 6.04
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.38
      },
      {
        "name": "GoDaddy",
        "pct": 3.07
      },
      {
        "name": "Yandex 360",
        "pct": 2.39
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.13
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.54
      },
      {
        "name": "OVH Mail",
        "pct": 1.11
      },
      {
        "name": "Zoho Mail",
        "pct": 0.95
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.92
      },
      {
        "name": "Rackspace Email",
        "pct": 0.78
      },
      {
        "name": "Mimecast",
        "pct": 0.73
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.69
      },
      {
        "name": "Proofpoint",
        "pct": 0.51
      },
      {
        "name": "Beget (RU)",
        "pct": 0.46
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.38
      },
      {
        "name": "DreamHost",
        "pct": 0.38
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.33
      },
      {
        "name": "Gandi Mail",
        "pct": 0.31
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.3
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.29
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.29
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "Barracuda",
        "pct": 0.25
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.23
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.23
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.14
      },
      {
        "name": "Mailchimp",
        "pct": 4.12
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.83
      },
      {
        "name": "Zendesk",
        "pct": 2.91
      },
      {
        "name": "Mailgun",
        "pct": 2.69
      },
      {
        "name": "Amazon SES",
        "pct": 1.97
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.57
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.97
      },
      {
        "name": "SparkPost",
        "pct": 0.77
      },
      {
        "name": "Mimecast",
        "pct": 0.76
      },
      {
        "name": "Postmark",
        "pct": 0.76
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.72
      },
      {
        "name": "MailChannels",
        "pct": 0.59
      },
      {
        "name": "Salesforce",
        "pct": 0.47
      },
      {
        "name": "Elastic Email",
        "pct": 0.44
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.38
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.36
      },
      {
        "name": "Help Scout",
        "pct": 0.35
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.32
      },
      {
        "name": "MailHostBox",
        "pct": 0.3
      },
      {
        "name": "Freshdesk",
        "pct": 0.25
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.21
      },
      {
        "name": "SMTP2GO",
        "pct": 0.2
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.2
      },
      {
        "name": "Constant Contact",
        "pct": 0.19
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.19
      },
      {
        "name": "AuthSMTP",
        "pct": 0.18
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "MailerSend",
        "pct": 0.15
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.14
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.77
      },
      {
        "name": "Trustpilot",
        "pct": 0.37
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.24
      },
      {
        "name": "Zendesk",
        "pct": 0.24
      },
      {
        "name": "BigCommerce",
        "pct": 0.21
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "Shopify",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.09
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.07
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.03
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "RetailCRM",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "ConnectWise",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "KnowBe4",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "Exact Online (NL ERP)",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 823380,
      "max": 823380
    }
  },
  {
    "date": "2017-11-01",
    "file": "2017-11-01.html",
    "domains_with_mx": 815080,
    "domains_with_spf": 507477,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 38.3
      },
      {
        "name": "Google Workspace",
        "pct": 16.79
      },
      {
        "name": "Unknown / Other",
        "pct": 9.77
      },
      {
        "name": "Microsoft 365",
        "pct": 6.1
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.37
      },
      {
        "name": "GoDaddy",
        "pct": 3.03
      },
      {
        "name": "Yandex 360",
        "pct": 2.53
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.11
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.44
      },
      {
        "name": "OVH Mail",
        "pct": 1.12
      },
      {
        "name": "Zoho Mail",
        "pct": 0.96
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.94
      },
      {
        "name": "Rackspace Email",
        "pct": 0.77
      },
      {
        "name": "Mimecast",
        "pct": 0.74
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.66
      },
      {
        "name": "Proofpoint",
        "pct": 0.53
      },
      {
        "name": "Beget (RU)",
        "pct": 0.51
      },
      {
        "name": "DreamHost",
        "pct": 0.39
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.36
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.31
      },
      {
        "name": "Gandi Mail",
        "pct": 0.3
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.3
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.27
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.25
      },
      {
        "name": "Barracuda",
        "pct": 0.25
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.24
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.11
      },
      {
        "name": "Mailchimp",
        "pct": 4.24
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.81
      },
      {
        "name": "Zendesk",
        "pct": 2.88
      },
      {
        "name": "Mailgun",
        "pct": 2.71
      },
      {
        "name": "Amazon SES",
        "pct": 1.98
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.59
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.98
      },
      {
        "name": "Mimecast",
        "pct": 0.78
      },
      {
        "name": "SparkPost",
        "pct": 0.76
      },
      {
        "name": "Postmark",
        "pct": 0.75
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.71
      },
      {
        "name": "MailChannels",
        "pct": 0.61
      },
      {
        "name": "Salesforce",
        "pct": 0.48
      },
      {
        "name": "Elastic Email",
        "pct": 0.46
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.38
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.38
      },
      {
        "name": "Help Scout",
        "pct": 0.34
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.34
      },
      {
        "name": "MailHostBox",
        "pct": 0.3
      },
      {
        "name": "Freshdesk",
        "pct": 0.25
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.22
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.21
      },
      {
        "name": "SMTP2GO",
        "pct": 0.2
      },
      {
        "name": "Constant Contact",
        "pct": 0.19
      },
      {
        "name": "AuthSMTP",
        "pct": 0.19
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.17
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.17
      },
      {
        "name": "MailerSend",
        "pct": 0.15
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.14
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.76
      },
      {
        "name": "Trustpilot",
        "pct": 0.36
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.25
      },
      {
        "name": "Zendesk",
        "pct": 0.23
      },
      {
        "name": "BigCommerce",
        "pct": 0.21
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "Shopify",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.09
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.07
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.04
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.04
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "RetailCRM",
        "pct": 0.02
      },
      {
        "name": "ConnectWise",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "KnowBe4",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      },
      {
        "name": "Greenhouse",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 815080,
      "max": 815080
    }
  },
  {
    "date": "2017-12-01",
    "file": "2017-12-01.html",
    "domains_with_mx": 818419,
    "domains_with_spf": 513903,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 37.91
      },
      {
        "name": "Google Workspace",
        "pct": 16.94
      },
      {
        "name": "Unknown / Other",
        "pct": 9.67
      },
      {
        "name": "Microsoft 365",
        "pct": 6.19
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.45
      },
      {
        "name": "GoDaddy",
        "pct": 2.93
      },
      {
        "name": "Yandex 360",
        "pct": 2.55
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.11
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.46
      },
      {
        "name": "OVH Mail",
        "pct": 1.12
      },
      {
        "name": "Zoho Mail",
        "pct": 0.99
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.95
      },
      {
        "name": "Rackspace Email",
        "pct": 0.77
      },
      {
        "name": "Mimecast",
        "pct": 0.75
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.65
      },
      {
        "name": "Proofpoint",
        "pct": 0.54
      },
      {
        "name": "Beget (RU)",
        "pct": 0.52
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "DreamHost",
        "pct": 0.38
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.37
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.32
      },
      {
        "name": "Gandi Mail",
        "pct": 0.31
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.29
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.27
      },
      {
        "name": "Barracuda",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.25
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.24
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.14
      },
      {
        "name": "Mailchimp",
        "pct": 4.44
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.77
      },
      {
        "name": "Zendesk",
        "pct": 2.84
      },
      {
        "name": "Mailgun",
        "pct": 2.73
      },
      {
        "name": "Amazon SES",
        "pct": 2.02
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.58
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 1.02
      },
      {
        "name": "Mimecast",
        "pct": 0.78
      },
      {
        "name": "SparkPost",
        "pct": 0.75
      },
      {
        "name": "Postmark",
        "pct": 0.74
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.7
      },
      {
        "name": "MailChannels",
        "pct": 0.6
      },
      {
        "name": "Salesforce",
        "pct": 0.48
      },
      {
        "name": "Elastic Email",
        "pct": 0.47
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.38
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.37
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.36
      },
      {
        "name": "Help Scout",
        "pct": 0.35
      },
      {
        "name": "MailHostBox",
        "pct": 0.3
      },
      {
        "name": "Freshdesk",
        "pct": 0.25
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.22
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.22
      },
      {
        "name": "SMTP2GO",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.2
      },
      {
        "name": "AuthSMTP",
        "pct": 0.19
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.17
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.16
      },
      {
        "name": "MailerSend",
        "pct": 0.16
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.15
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.77
      },
      {
        "name": "Trustpilot",
        "pct": 0.36
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.25
      },
      {
        "name": "Zendesk",
        "pct": 0.23
      },
      {
        "name": "BigCommerce",
        "pct": 0.22
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "Shopify",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.07
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.04
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "RetailCRM",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "ConnectWise",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "KnowBe4",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Greenhouse",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 818419,
      "max": 818419
    }
  },
  {
    "date": "2018-01-01",
    "file": "2018-01-01.html",
    "domains_with_mx": 813525,
    "domains_with_spf": 512876,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 38.03
      },
      {
        "name": "Google Workspace",
        "pct": 16.72
      },
      {
        "name": "Unknown / Other",
        "pct": 9.54
      },
      {
        "name": "Microsoft 365",
        "pct": 6.12
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.49
      },
      {
        "name": "GoDaddy",
        "pct": 2.91
      },
      {
        "name": "Yandex 360",
        "pct": 2.65
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.11
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 1.5
      },
      {
        "name": "OVH Mail",
        "pct": 1.11
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.91
      },
      {
        "name": "Rackspace Email",
        "pct": 0.75
      },
      {
        "name": "Mimecast",
        "pct": 0.74
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.63
      },
      {
        "name": "Beget (RU)",
        "pct": 0.57
      },
      {
        "name": "Proofpoint",
        "pct": 0.55
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "DreamHost",
        "pct": 0.39
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.39
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.34
      },
      {
        "name": "Gandi Mail",
        "pct": 0.31
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "GMO Lolipop (JP)",
        "pct": 0.28
      },
      {
        "name": "Barracuda",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.25
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.25
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 5.01
      },
      {
        "name": "Mailchimp",
        "pct": 4.46
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.94
      },
      {
        "name": "Zendesk",
        "pct": 3.04
      },
      {
        "name": "Mailgun",
        "pct": 2.71
      },
      {
        "name": "Amazon SES",
        "pct": 2.01
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.52
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 1.0
      },
      {
        "name": "Mimecast",
        "pct": 0.77
      },
      {
        "name": "SparkPost",
        "pct": 0.72
      },
      {
        "name": "Postmark",
        "pct": 0.72
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.69
      },
      {
        "name": "MailChannels",
        "pct": 0.6
      },
      {
        "name": "Elastic Email",
        "pct": 0.48
      },
      {
        "name": "Salesforce",
        "pct": 0.48
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.4
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.39
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.35
      },
      {
        "name": "Help Scout",
        "pct": 0.34
      },
      {
        "name": "MailHostBox",
        "pct": 0.3
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.23
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.23
      },
      {
        "name": "SMTP2GO",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.2
      },
      {
        "name": "AuthSMTP",
        "pct": 0.18
      },
      {
        "name": "Kagoya (JP, sender)",
        "pct": 0.17
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.17
      },
      {
        "name": "MailerSend",
        "pct": 0.16
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.14
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.75
      },
      {
        "name": "Trustpilot",
        "pct": 0.36
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.24
      },
      {
        "name": "BigCommerce",
        "pct": 0.22
      },
      {
        "name": "Zendesk",
        "pct": 0.22
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "Shopify",
        "pct": 0.13
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.07
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.04
      },
      {
        "name": "Recurly",
        "pct": 0.04
      },
      {
        "name": "RetailCRM",
        "pct": 0.04
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.04
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "ConnectWise",
        "pct": 0.02
      },
      {
        "name": "Greenhouse",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "KnowBe4",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 813525,
      "max": 813525
    }
  },
  {
    "date": "2018-02-01",
    "file": "2018-02-01.html",
    "domains_with_mx": 1195663,
    "domains_with_spf": 725044,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 36.12
      },
      {
        "name": "Google Workspace",
        "pct": 16.04
      },
      {
        "name": "Unknown / Other",
        "pct": 9.98
      },
      {
        "name": "Microsoft 365",
        "pct": 7.13
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 5.49
      },
      {
        "name": "GoDaddy",
        "pct": 3.52
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.18
      },
      {
        "name": "Yandex 360",
        "pct": 1.8
      },
      {
        "name": "OVH Mail",
        "pct": 1.4
      },
      {
        "name": "Zoho Mail",
        "pct": 0.86
      },
      {
        "name": "Rackspace Email",
        "pct": 0.84
      },
      {
        "name": "Mimecast",
        "pct": 0.76
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.65
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.61
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.56
      },
      {
        "name": "Strato (DE)",
        "pct": 0.56
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.56
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.51
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.47
      },
      {
        "name": "Proofpoint",
        "pct": 0.45
      },
      {
        "name": "DreamHost",
        "pct": 0.41
      },
      {
        "name": "Beget (RU)",
        "pct": 0.39
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.37
      },
      {
        "name": "Gandi Mail",
        "pct": 0.34
      },
      {
        "name": "Barracuda",
        "pct": 0.3
      },
      {
        "name": "One.com mailpod",
        "pct": 0.29
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.28
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.86
      },
      {
        "name": "Mandrill",
        "pct": 4.45
      },
      {
        "name": "Mailchimp",
        "pct": 4.21
      },
      {
        "name": "Zendesk",
        "pct": 3.82
      },
      {
        "name": "Mailgun",
        "pct": 2.35
      },
      {
        "name": "Amazon SES",
        "pct": 1.64
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.08
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.91
      },
      {
        "name": "Mimecast",
        "pct": 0.82
      },
      {
        "name": "MailChannels",
        "pct": 0.68
      },
      {
        "name": "Postmark",
        "pct": 0.65
      },
      {
        "name": "SparkPost",
        "pct": 0.61
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.52
      },
      {
        "name": "Elastic Email",
        "pct": 0.42
      },
      {
        "name": "Salesforce",
        "pct": 0.39
      },
      {
        "name": "Help Scout",
        "pct": 0.28
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.27
      },
      {
        "name": "MailHostBox",
        "pct": 0.25
      },
      {
        "name": "SMTP2GO",
        "pct": 0.22
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.2
      },
      {
        "name": "Constant Contact",
        "pct": 0.2
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.18
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.18
      },
      {
        "name": "AuthSMTP",
        "pct": 0.17
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.16
      },
      {
        "name": "Infomaniak (CH)",
        "pct": 0.15
      },
      {
        "name": "SuperCP",
        "pct": 0.13
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.66
      },
      {
        "name": "Trustpilot",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.27
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.19
      },
      {
        "name": "Zendesk",
        "pct": 0.16
      },
      {
        "name": "ClickDimensions",
        "pct": 0.13
      },
      {
        "name": "Shopify",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Qualtrics",
        "pct": 0.09
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.09
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.08
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.03
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.03
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Greenhouse",
        "pct": 0.02
      },
      {
        "name": "KnowBe4",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1195663,
      "max": 1195663
    }
  },
  {
    "date": "2018-03-01",
    "file": "2018-03-01.html",
    "domains_with_mx": 827056,
    "domains_with_spf": 516103,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 35.67
      },
      {
        "name": "Google Workspace",
        "pct": 16.94
      },
      {
        "name": "Unknown / Other",
        "pct": 9.81
      },
      {
        "name": "Microsoft 365",
        "pct": 7.32
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 5.13
      },
      {
        "name": "GoDaddy",
        "pct": 3.35
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.15
      },
      {
        "name": "Yandex 360",
        "pct": 2.12
      },
      {
        "name": "OVH Mail",
        "pct": 1.26
      },
      {
        "name": "Zoho Mail",
        "pct": 0.9
      },
      {
        "name": "Rackspace Email",
        "pct": 0.85
      },
      {
        "name": "Mimecast",
        "pct": 0.82
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.72
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.61
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.6
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.6
      },
      {
        "name": "Proofpoint",
        "pct": 0.56
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.51
      },
      {
        "name": "Strato (DE)",
        "pct": 0.47
      },
      {
        "name": "Beget (RU)",
        "pct": 0.45
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.45
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.42
      },
      {
        "name": "DreamHost",
        "pct": 0.41
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.34
      },
      {
        "name": "Barracuda",
        "pct": 0.33
      },
      {
        "name": "Gandi Mail",
        "pct": 0.32
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.3
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.26
      },
      {
        "name": "One.com mailpod",
        "pct": 0.26
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mandrill",
        "pct": 4.79
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.7
      },
      {
        "name": "Mailchimp",
        "pct": 4.57
      },
      {
        "name": "Zendesk",
        "pct": 3.67
      },
      {
        "name": "Mailgun",
        "pct": 2.58
      },
      {
        "name": "Amazon SES",
        "pct": 1.93
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.04
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.94
      },
      {
        "name": "Mimecast",
        "pct": 0.88
      },
      {
        "name": "Postmark",
        "pct": 0.69
      },
      {
        "name": "SparkPost",
        "pct": 0.66
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.66
      },
      {
        "name": "MailChannels",
        "pct": 0.61
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.53
      },
      {
        "name": "Salesforce",
        "pct": 0.48
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.46
      },
      {
        "name": "Elastic Email",
        "pct": 0.45
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.33
      },
      {
        "name": "Help Scout",
        "pct": 0.32
      },
      {
        "name": "MailHostBox",
        "pct": 0.26
      },
      {
        "name": "Constant Contact",
        "pct": 0.23
      },
      {
        "name": "SMTP2GO",
        "pct": 0.23
      },
      {
        "name": "Freshdesk",
        "pct": 0.23
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.22
      },
      {
        "name": "AuthSMTP",
        "pct": 0.19
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.19
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.16
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.16
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.16
      },
      {
        "name": "MailerSend",
        "pct": 0.15
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.77
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "BigCommerce",
        "pct": 0.24
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.24
      },
      {
        "name": "Zendesk",
        "pct": 0.19
      },
      {
        "name": "ClickDimensions",
        "pct": 0.15
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "Shopify",
        "pct": 0.12
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.09
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.04
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.04
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.03
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.03
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "KnowBe4",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "Shoptet",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "partial",
    "aggregation": "monthly_medoid",
    "n_days_ok": 0,
    "n_days_total": 1
  },
  {
    "date": "2018-04-01",
    "file": "2018-04-01.html",
    "domains_with_mx": 1174598,
    "domains_with_spf": 730483,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 36.93
      },
      {
        "name": "Google Workspace",
        "pct": 16.28
      },
      {
        "name": "Unknown / Other",
        "pct": 9.5
      },
      {
        "name": "Microsoft 365",
        "pct": 6.54
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 5.14
      },
      {
        "name": "GoDaddy",
        "pct": 4.11
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.11
      },
      {
        "name": "Yandex 360",
        "pct": 2.03
      },
      {
        "name": "OVH Mail",
        "pct": 1.21
      },
      {
        "name": "Zoho Mail",
        "pct": 0.96
      },
      {
        "name": "Rackspace Email",
        "pct": 0.87
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.67
      },
      {
        "name": "Mimecast",
        "pct": 0.65
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.64
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "DreamHost",
        "pct": 0.48
      },
      {
        "name": "Beget (RU)",
        "pct": 0.46
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.45
      },
      {
        "name": "Proofpoint",
        "pct": 0.44
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.43
      },
      {
        "name": "Strato (DE)",
        "pct": 0.42
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.39
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.34
      },
      {
        "name": "One.com mailpod",
        "pct": 0.31
      },
      {
        "name": "Gandi Mail",
        "pct": 0.3
      },
      {
        "name": "Barracuda",
        "pct": 0.3
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.27
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.27
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "SendGrid (Twilio)",
        "pct": 6.17
      },
      {
        "name": "Zendesk",
        "pct": 5.23
      },
      {
        "name": "Mailchimp",
        "pct": 4.07
      },
      {
        "name": "Mandrill",
        "pct": 4.06
      },
      {
        "name": "Mailgun",
        "pct": 2.26
      },
      {
        "name": "Amazon SES",
        "pct": 1.55
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.22
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.78
      },
      {
        "name": "Mimecast",
        "pct": 0.7
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.66
      },
      {
        "name": "SparkPost",
        "pct": 0.58
      },
      {
        "name": "Postmark",
        "pct": 0.58
      },
      {
        "name": "MailChannels",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.49
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.48
      },
      {
        "name": "Elastic Email",
        "pct": 0.4
      },
      {
        "name": "Salesforce",
        "pct": 0.36
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.3
      },
      {
        "name": "MailHostBox",
        "pct": 0.28
      },
      {
        "name": "Help Scout",
        "pct": 0.26
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.23
      },
      {
        "name": "SMTP2GO",
        "pct": 0.21
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.2
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.2
      },
      {
        "name": "Constant Contact",
        "pct": 0.19
      },
      {
        "name": "Freshdesk",
        "pct": 0.18
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.16
      },
      {
        "name": "AuthSMTP",
        "pct": 0.16
      },
      {
        "name": "SuperCP",
        "pct": 0.15
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.14
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.59
      },
      {
        "name": "BigCommerce",
        "pct": 0.3
      },
      {
        "name": "Trustpilot",
        "pct": 0.26
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.17
      },
      {
        "name": "Zendesk",
        "pct": 0.15
      },
      {
        "name": "Shopify",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Qualtrics",
        "pct": 0.09
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.08
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.08
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.04
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.03
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.03
      },
      {
        "name": "Greenhouse",
        "pct": 0.03
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "KnowBe4",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Shoptet",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1174598,
      "max": 1174598
    }
  },
  {
    "date": "2018-05-01",
    "file": "2018-05-01.html",
    "domains_with_mx": 1168881,
    "domains_with_spf": 732275,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 37.38
      },
      {
        "name": "Google Workspace",
        "pct": 15.99
      },
      {
        "name": "Unknown / Other",
        "pct": 9.58
      },
      {
        "name": "Microsoft 365",
        "pct": 6.79
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 5.17
      },
      {
        "name": "GoDaddy",
        "pct": 3.64
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.17
      },
      {
        "name": "Yandex 360",
        "pct": 1.91
      },
      {
        "name": "OVH Mail",
        "pct": 1.23
      },
      {
        "name": "Zoho Mail",
        "pct": 0.93
      },
      {
        "name": "Rackspace Email",
        "pct": 0.81
      },
      {
        "name": "Mimecast",
        "pct": 0.69
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.66
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.6
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.59
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.56
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.49
      },
      {
        "name": "Strato (DE)",
        "pct": 0.48
      },
      {
        "name": "DreamHost",
        "pct": 0.46
      },
      {
        "name": "Proofpoint",
        "pct": 0.46
      },
      {
        "name": "Beget (RU)",
        "pct": 0.45
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.43
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.4
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.38
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.34
      },
      {
        "name": "Gandi Mail",
        "pct": 0.3
      },
      {
        "name": "One.com mailpod",
        "pct": 0.3
      },
      {
        "name": "Barracuda",
        "pct": 0.3
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.27
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "SendGrid (Twilio)",
        "pct": 5.77
      },
      {
        "name": "Zendesk",
        "pct": 4.8
      },
      {
        "name": "Mailchimp",
        "pct": 4.23
      },
      {
        "name": "Mandrill",
        "pct": 4.08
      },
      {
        "name": "Mailgun",
        "pct": 2.24
      },
      {
        "name": "Amazon SES",
        "pct": 1.6
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.12
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.83
      },
      {
        "name": "Mimecast",
        "pct": 0.76
      },
      {
        "name": "MailChannels",
        "pct": 0.75
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.65
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.6
      },
      {
        "name": "SparkPost",
        "pct": 0.58
      },
      {
        "name": "Postmark",
        "pct": 0.58
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.48
      },
      {
        "name": "Elastic Email",
        "pct": 0.43
      },
      {
        "name": "Salesforce",
        "pct": 0.38
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.27
      },
      {
        "name": "Help Scout",
        "pct": 0.27
      },
      {
        "name": "MailHostBox",
        "pct": 0.26
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.21
      },
      {
        "name": "SMTP2GO",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.2
      },
      {
        "name": "Freshdesk",
        "pct": 0.19
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.19
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.16
      },
      {
        "name": "AuthSMTP",
        "pct": 0.16
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.15
      },
      {
        "name": "MailerSend",
        "pct": 0.14
      },
      {
        "name": "SuperCP",
        "pct": 0.14
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.59
      },
      {
        "name": "BigCommerce",
        "pct": 0.27
      },
      {
        "name": "Trustpilot",
        "pct": 0.27
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.17
      },
      {
        "name": "Zendesk",
        "pct": 0.14
      },
      {
        "name": "Shopify",
        "pct": 0.13
      },
      {
        "name": "ClickDimensions",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.09
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.08
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.05
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.04
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.03
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "Greenhouse",
        "pct": 0.03
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "KnowBe4",
        "pct": 0.02
      },
      {
        "name": "Shoptet",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1168881,
      "max": 1168881
    }
  },
  {
    "date": "2018-06-01",
    "file": "2018-06-01.html",
    "domains_with_mx": 1193038,
    "domains_with_spf": 753513,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 35.7
      },
      {
        "name": "Google Workspace",
        "pct": 16.67
      },
      {
        "name": "Unknown / Other",
        "pct": 9.63
      },
      {
        "name": "Microsoft 365",
        "pct": 7.46
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 5.04
      },
      {
        "name": "GoDaddy",
        "pct": 3.72
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.09
      },
      {
        "name": "Yandex 360",
        "pct": 1.91
      },
      {
        "name": "OVH Mail",
        "pct": 1.17
      },
      {
        "name": "Zoho Mail",
        "pct": 0.92
      },
      {
        "name": "Rackspace Email",
        "pct": 0.88
      },
      {
        "name": "Mimecast",
        "pct": 0.77
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.7
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.62
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.6
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.57
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.51
      },
      {
        "name": "Proofpoint",
        "pct": 0.51
      },
      {
        "name": "Strato (DE)",
        "pct": 0.44
      },
      {
        "name": "DreamHost",
        "pct": 0.44
      },
      {
        "name": "Beget (RU)",
        "pct": 0.43
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.41
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.4
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.37
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.37
      },
      {
        "name": "Barracuda",
        "pct": 0.36
      },
      {
        "name": "Gandi Mail",
        "pct": 0.29
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.28
      },
      {
        "name": "One.com mailpod",
        "pct": 0.25
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "SendGrid (Twilio)",
        "pct": 5.28
      },
      {
        "name": "Mailchimp",
        "pct": 4.47
      },
      {
        "name": "Zendesk",
        "pct": 4.3
      },
      {
        "name": "Mandrill",
        "pct": 4.12
      },
      {
        "name": "Mailgun",
        "pct": 2.35
      },
      {
        "name": "Amazon SES",
        "pct": 1.64
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.04
      },
      {
        "name": "Mimecast",
        "pct": 0.84
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.84
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.66
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.65
      },
      {
        "name": "MailChannels",
        "pct": 0.64
      },
      {
        "name": "Postmark",
        "pct": 0.58
      },
      {
        "name": "SparkPost",
        "pct": 0.57
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Elastic Email",
        "pct": 0.43
      },
      {
        "name": "Salesforce",
        "pct": 0.42
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.28
      },
      {
        "name": "Help Scout",
        "pct": 0.27
      },
      {
        "name": "MailHostBox",
        "pct": 0.25
      },
      {
        "name": "SMTP2GO",
        "pct": 0.22
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.22
      },
      {
        "name": "Constant Contact",
        "pct": 0.21
      },
      {
        "name": "Freshdesk",
        "pct": 0.19
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.19
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.18
      },
      {
        "name": "AuthSMTP",
        "pct": 0.17
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.15
      },
      {
        "name": "MailerSend",
        "pct": 0.15
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.14
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.7
      },
      {
        "name": "BigCommerce",
        "pct": 0.28
      },
      {
        "name": "Trustpilot",
        "pct": 0.25
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.19
      },
      {
        "name": "Zendesk",
        "pct": 0.15
      },
      {
        "name": "Shopify",
        "pct": 0.14
      },
      {
        "name": "ClickDimensions",
        "pct": 0.13
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.11
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.05
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Greenhouse",
        "pct": 0.03
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.03
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "KnowBe4",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Shoptet",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1193038,
      "max": 1193038
    }
  },
  {
    "date": "2018-07-01",
    "file": "2018-07-01.html",
    "domains_with_mx": 1165617,
    "domains_with_spf": 745554,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 37.2
      },
      {
        "name": "Google Workspace",
        "pct": 16.61
      },
      {
        "name": "Unknown / Other",
        "pct": 9.18
      },
      {
        "name": "Microsoft 365",
        "pct": 7.02
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.84
      },
      {
        "name": "GoDaddy",
        "pct": 3.9
      },
      {
        "name": "Yandex 360",
        "pct": 2.05
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.02
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "OVH Mail",
        "pct": 1.0
      },
      {
        "name": "Rackspace Email",
        "pct": 0.87
      },
      {
        "name": "Mimecast",
        "pct": 0.73
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.7
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.65
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.63
      },
      {
        "name": "Proofpoint",
        "pct": 0.49
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.47
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.47
      },
      {
        "name": "Beget (RU)",
        "pct": 0.47
      },
      {
        "name": "DreamHost",
        "pct": 0.46
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.43
      },
      {
        "name": "Strato (DE)",
        "pct": 0.38
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.35
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.35
      },
      {
        "name": "Barracuda",
        "pct": 0.33
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.31
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.26
      },
      {
        "name": "Gandi Mail",
        "pct": 0.26
      },
      {
        "name": "One.com mailpod",
        "pct": 0.26
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "SendGrid (Twilio)",
        "pct": 5.81
      },
      {
        "name": "Zendesk",
        "pct": 4.9
      },
      {
        "name": "Mailchimp",
        "pct": 4.36
      },
      {
        "name": "Mandrill",
        "pct": 3.96
      },
      {
        "name": "Mailgun",
        "pct": 2.3
      },
      {
        "name": "Amazon SES",
        "pct": 1.61
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.15
      },
      {
        "name": "Mimecast",
        "pct": 0.79
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.78
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.71
      },
      {
        "name": "MailChannels",
        "pct": 0.64
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.6
      },
      {
        "name": "SparkPost",
        "pct": 0.55
      },
      {
        "name": "Postmark",
        "pct": 0.54
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.51
      },
      {
        "name": "Elastic Email",
        "pct": 0.44
      },
      {
        "name": "Salesforce",
        "pct": 0.41
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.29
      },
      {
        "name": "MailHostBox",
        "pct": 0.29
      },
      {
        "name": "Help Scout",
        "pct": 0.27
      },
      {
        "name": "SMTP2GO",
        "pct": 0.22
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.2
      },
      {
        "name": "Constant Contact",
        "pct": 0.2
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.18
      },
      {
        "name": "Freshdesk",
        "pct": 0.18
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.17
      },
      {
        "name": "AuthSMTP",
        "pct": 0.16
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.16
      },
      {
        "name": "MailerSend",
        "pct": 0.15
      },
      {
        "name": "SuperCP",
        "pct": 0.15
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.63
      },
      {
        "name": "BigCommerce",
        "pct": 0.29
      },
      {
        "name": "Trustpilot",
        "pct": 0.24
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.18
      },
      {
        "name": "Shopify",
        "pct": 0.14
      },
      {
        "name": "Zendesk",
        "pct": 0.14
      },
      {
        "name": "ClickDimensions",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.05
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.03
      },
      {
        "name": "Greenhouse",
        "pct": 0.03
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.03
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "KnowBe4",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Shoptet",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "DocuSign",
        "pct": 0.0
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1165617,
      "max": 1165617
    }
  },
  {
    "date": "2018-08-01",
    "file": "2018-08-01.html",
    "domains_with_mx": 1194344,
    "domains_with_spf": 772448,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 36.54
      },
      {
        "name": "Google Workspace",
        "pct": 16.74
      },
      {
        "name": "Unknown / Other",
        "pct": 9.44
      },
      {
        "name": "Microsoft 365",
        "pct": 7.46
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.89
      },
      {
        "name": "GoDaddy",
        "pct": 3.4
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.04
      },
      {
        "name": "Yandex 360",
        "pct": 1.96
      },
      {
        "name": "OVH Mail",
        "pct": 1.02
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Rackspace Email",
        "pct": 0.84
      },
      {
        "name": "Mimecast",
        "pct": 0.78
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.66
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.6
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.6
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.52
      },
      {
        "name": "Proofpoint",
        "pct": 0.52
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.5
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.47
      },
      {
        "name": "Beget (RU)",
        "pct": 0.43
      },
      {
        "name": "DreamHost",
        "pct": 0.42
      },
      {
        "name": "Strato (DE)",
        "pct": 0.41
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.4
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.38
      },
      {
        "name": "Barracuda",
        "pct": 0.34
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.34
      },
      {
        "name": "One.com mailpod",
        "pct": 0.28
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.27
      },
      {
        "name": "Gandi Mail",
        "pct": 0.26
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "SendGrid (Twilio)",
        "pct": 5.05
      },
      {
        "name": "Mailchimp",
        "pct": 4.57
      },
      {
        "name": "Zendesk",
        "pct": 4.08
      },
      {
        "name": "Mandrill",
        "pct": 4.06
      },
      {
        "name": "Mailgun",
        "pct": 2.32
      },
      {
        "name": "Amazon SES",
        "pct": 1.65
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 0.98
      },
      {
        "name": "Mimecast",
        "pct": 0.86
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.82
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.81
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.71
      },
      {
        "name": "MailChannels",
        "pct": 0.6
      },
      {
        "name": "SparkPost",
        "pct": 0.56
      },
      {
        "name": "Postmark",
        "pct": 0.54
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Elastic Email",
        "pct": 0.46
      },
      {
        "name": "Salesforce",
        "pct": 0.44
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.3
      },
      {
        "name": "Help Scout",
        "pct": 0.28
      },
      {
        "name": "MailHostBox",
        "pct": 0.25
      },
      {
        "name": "SMTP2GO",
        "pct": 0.23
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.22
      },
      {
        "name": "Constant Contact",
        "pct": 0.2
      },
      {
        "name": "Freshdesk",
        "pct": 0.2
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.19
      },
      {
        "name": "KingHost (BR)",
        "pct": 0.19
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.18
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.16
      },
      {
        "name": "AuthSMTP",
        "pct": 0.16
      },
      {
        "name": "MailerSend",
        "pct": 0.16
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.7
      },
      {
        "name": "BigCommerce",
        "pct": 0.29
      },
      {
        "name": "Trustpilot",
        "pct": 0.26
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.19
      },
      {
        "name": "Shopify",
        "pct": 0.15
      },
      {
        "name": "Zendesk",
        "pct": 0.14
      },
      {
        "name": "ClickDimensions",
        "pct": 0.13
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.11
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.05
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.04
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "KnowBe4",
        "pct": 0.03
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Shoptet",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      },
      {
        "name": "Squarespace",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1194344,
      "max": 1194344
    }
  },
  {
    "date": "2018-09-01",
    "file": "2018-09-01.html",
    "domains_with_mx": 1183473,
    "domains_with_spf": 765011,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 35.09
      },
      {
        "name": "Google Workspace",
        "pct": 17.52
      },
      {
        "name": "Unknown / Other",
        "pct": 9.44
      },
      {
        "name": "Microsoft 365",
        "pct": 7.8
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.9
      },
      {
        "name": "GoDaddy",
        "pct": 3.72
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 2.02
      },
      {
        "name": "Yandex 360",
        "pct": 1.85
      },
      {
        "name": "OVH Mail",
        "pct": 1.02
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Rackspace Email",
        "pct": 0.88
      },
      {
        "name": "Mimecast",
        "pct": 0.79
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.69
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.67
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.66
      },
      {
        "name": "Proofpoint",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.49
      },
      {
        "name": "DreamHost",
        "pct": 0.45
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.43
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.41
      },
      {
        "name": "Beget (RU)",
        "pct": 0.41
      },
      {
        "name": "Strato (DE)",
        "pct": 0.39
      },
      {
        "name": "Barracuda",
        "pct": 0.38
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.37
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.33
      },
      {
        "name": "One.com mailpod",
        "pct": 0.29
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.27
      },
      {
        "name": "Gandi Mail",
        "pct": 0.26
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "SendGrid (Twilio)",
        "pct": 5.3
      },
      {
        "name": "Mailchimp",
        "pct": 4.73
      },
      {
        "name": "Zendesk",
        "pct": 4.35
      },
      {
        "name": "Mandrill",
        "pct": 4.07
      },
      {
        "name": "Mailgun",
        "pct": 2.41
      },
      {
        "name": "Amazon SES",
        "pct": 1.68
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "Mimecast",
        "pct": 0.88
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.83
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.78
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.7
      },
      {
        "name": "MailChannels",
        "pct": 0.6
      },
      {
        "name": "SparkPost",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Postmark",
        "pct": 0.53
      },
      {
        "name": "Elastic Email",
        "pct": 0.46
      },
      {
        "name": "Salesforce",
        "pct": 0.45
      },
      {
        "name": "Help Scout",
        "pct": 0.28
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.28
      },
      {
        "name": "MailHostBox",
        "pct": 0.25
      },
      {
        "name": "SMTP2GO",
        "pct": 0.24
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.23
      },
      {
        "name": "Constant Contact",
        "pct": 0.22
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.21
      },
      {
        "name": "Freshdesk",
        "pct": 0.2
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.19
      },
      {
        "name": "AuthSMTP",
        "pct": 0.16
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.16
      },
      {
        "name": "KingHost (BR)",
        "pct": 0.15
      },
      {
        "name": "MailerSend",
        "pct": 0.15
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.72
      },
      {
        "name": "BigCommerce",
        "pct": 0.3
      },
      {
        "name": "Trustpilot",
        "pct": 0.25
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.2
      },
      {
        "name": "Shopify",
        "pct": 0.17
      },
      {
        "name": "Zendesk",
        "pct": 0.14
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.05
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "KnowBe4",
        "pct": 0.04
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.04
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.04
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Shoptet",
        "pct": 0.03
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "Squarespace",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1183473,
      "max": 1183473
    }
  },
  {
    "date": "2018-10-01",
    "file": "2018-10-01.html",
    "domains_with_mx": 1140868,
    "domains_with_spf": 743256,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 39.08
      },
      {
        "name": "Google Workspace",
        "pct": 16.17
      },
      {
        "name": "Unknown / Other",
        "pct": 8.8
      },
      {
        "name": "Microsoft 365",
        "pct": 6.45
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.7
      },
      {
        "name": "GoDaddy",
        "pct": 3.48
      },
      {
        "name": "Yandex 360",
        "pct": 2.32
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.94
      },
      {
        "name": "Zoho Mail",
        "pct": 1.14
      },
      {
        "name": "OVH Mail",
        "pct": 1.03
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.75
      },
      {
        "name": "Rackspace Email",
        "pct": 0.75
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.69
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.67
      },
      {
        "name": "Mimecast",
        "pct": 0.65
      },
      {
        "name": "Beget (RU)",
        "pct": 0.57
      },
      {
        "name": "Proofpoint",
        "pct": 0.47
      },
      {
        "name": "DreamHost",
        "pct": 0.45
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.43
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.42
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.42
      },
      {
        "name": "Strato (DE)",
        "pct": 0.35
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.33
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.31
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.29
      },
      {
        "name": "Barracuda",
        "pct": 0.28
      },
      {
        "name": "One.com mailpod",
        "pct": 0.27
      },
      {
        "name": "Gandi Mail",
        "pct": 0.26
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.24
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "SendGrid (Twilio)",
        "pct": 5.44
      },
      {
        "name": "Zendesk",
        "pct": 4.6
      },
      {
        "name": "Mailchimp",
        "pct": 4.26
      },
      {
        "name": "Mandrill",
        "pct": 3.68
      },
      {
        "name": "Mailgun",
        "pct": 2.22
      },
      {
        "name": "Amazon SES",
        "pct": 1.55
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.22
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.83
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.79
      },
      {
        "name": "MailChannels",
        "pct": 0.73
      },
      {
        "name": "Mimecast",
        "pct": 0.71
      },
      {
        "name": "SparkPost",
        "pct": 0.51
      },
      {
        "name": "Postmark",
        "pct": 0.48
      },
      {
        "name": "Elastic Email",
        "pct": 0.47
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.44
      },
      {
        "name": "Salesforce",
        "pct": 0.39
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.38
      },
      {
        "name": "MailHostBox",
        "pct": 0.33
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.33
      },
      {
        "name": "Help Scout",
        "pct": 0.27
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.22
      },
      {
        "name": "SMTP2GO",
        "pct": 0.21
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.19
      },
      {
        "name": "Constant Contact",
        "pct": 0.17
      },
      {
        "name": "Freshdesk",
        "pct": 0.17
      },
      {
        "name": "Webempresa Mail",
        "pct": 0.17
      },
      {
        "name": "SuperCP",
        "pct": 0.16
      },
      {
        "name": "MailerSend",
        "pct": 0.16
      },
      {
        "name": "SendPulse",
        "pct": 0.15
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.15
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.53
      },
      {
        "name": "BigCommerce",
        "pct": 0.25
      },
      {
        "name": "Trustpilot",
        "pct": 0.23
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.17
      },
      {
        "name": "Shopify",
        "pct": 0.15
      },
      {
        "name": "Zendesk",
        "pct": 0.13
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.08
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.05
      },
      {
        "name": "RetailCRM",
        "pct": 0.04
      },
      {
        "name": "Greenhouse",
        "pct": 0.03
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.03
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.03
      },
      {
        "name": "KnowBe4",
        "pct": 0.03
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "Shoptet",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Squarespace",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1140868,
      "max": 1140868
    }
  },
  {
    "date": "2018-11-01",
    "file": "2018-11-01.html",
    "domains_with_mx": 1177133,
    "domains_with_spf": 775137,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 34.52
      },
      {
        "name": "Google Workspace",
        "pct": 17.94
      },
      {
        "name": "Unknown / Other",
        "pct": 9.34
      },
      {
        "name": "Microsoft 365",
        "pct": 8.2
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.82
      },
      {
        "name": "GoDaddy",
        "pct": 3.65
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.93
      },
      {
        "name": "Yandex 360",
        "pct": 1.89
      },
      {
        "name": "OVH Mail",
        "pct": 0.99
      },
      {
        "name": "Zoho Mail",
        "pct": 0.99
      },
      {
        "name": "Rackspace Email",
        "pct": 0.91
      },
      {
        "name": "Mimecast",
        "pct": 0.86
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.68
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.67
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.66
      },
      {
        "name": "Proofpoint",
        "pct": 0.58
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.49
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.46
      },
      {
        "name": "DreamHost",
        "pct": 0.45
      },
      {
        "name": "Beget (RU)",
        "pct": 0.44
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.42
      },
      {
        "name": "Barracuda",
        "pct": 0.41
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.39
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.35
      },
      {
        "name": "Strato (DE)",
        "pct": 0.35
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.32
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.26
      },
      {
        "name": "Gandi Mail",
        "pct": 0.26
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.25
      },
      {
        "name": "One.com mailpod",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "SendGrid (Twilio)",
        "pct": 5.08
      },
      {
        "name": "Mailchimp",
        "pct": 4.88
      },
      {
        "name": "Zendesk",
        "pct": 4.14
      },
      {
        "name": "Mandrill",
        "pct": 4.0
      },
      {
        "name": "Mailgun",
        "pct": 2.42
      },
      {
        "name": "Amazon SES",
        "pct": 1.74
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.07
      },
      {
        "name": "Mimecast",
        "pct": 0.95
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.86
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.85
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.66
      },
      {
        "name": "MailChannels",
        "pct": 0.61
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.56
      },
      {
        "name": "Postmark",
        "pct": 0.53
      },
      {
        "name": "SparkPost",
        "pct": 0.53
      },
      {
        "name": "Salesforce",
        "pct": 0.49
      },
      {
        "name": "Elastic Email",
        "pct": 0.45
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.28
      },
      {
        "name": "Help Scout",
        "pct": 0.28
      },
      {
        "name": "SMTP2GO",
        "pct": 0.25
      },
      {
        "name": "MailHostBox",
        "pct": 0.24
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.23
      },
      {
        "name": "Constant Contact",
        "pct": 0.23
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.23
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.2
      },
      {
        "name": "Freshdesk",
        "pct": 0.19
      },
      {
        "name": "AuthSMTP",
        "pct": 0.16
      },
      {
        "name": "MailerSend",
        "pct": 0.16
      },
      {
        "name": "KingHost (BR)",
        "pct": 0.15
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.15
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.75
      },
      {
        "name": "BigCommerce",
        "pct": 0.3
      },
      {
        "name": "Trustpilot",
        "pct": 0.23
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.2
      },
      {
        "name": "Shopify",
        "pct": 0.18
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "Zendesk",
        "pct": 0.14
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.06
      },
      {
        "name": "KnowBe4",
        "pct": 0.05
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "Squarespace",
        "pct": 0.03
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.03
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Shoptet",
        "pct": 0.03
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1177133,
      "max": 1177133
    }
  },
  {
    "date": "2018-12-01",
    "file": "2018-12-01.html",
    "domains_with_mx": 1196068,
    "domains_with_spf": 792282,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 35.14
      },
      {
        "name": "Google Workspace",
        "pct": 17.83
      },
      {
        "name": "Unknown / Other",
        "pct": 9.21
      },
      {
        "name": "Microsoft 365",
        "pct": 8.08
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.77
      },
      {
        "name": "GoDaddy",
        "pct": 3.46
      },
      {
        "name": "Yandex 360",
        "pct": 1.93
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.9
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "OVH Mail",
        "pct": 1.0
      },
      {
        "name": "Mimecast",
        "pct": 0.84
      },
      {
        "name": "Rackspace Email",
        "pct": 0.84
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.68
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.66
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.64
      },
      {
        "name": "Proofpoint",
        "pct": 0.57
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.49
      },
      {
        "name": "Beget (RU)",
        "pct": 0.46
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.46
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.43
      },
      {
        "name": "DreamHost",
        "pct": 0.43
      },
      {
        "name": "Barracuda",
        "pct": 0.41
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.38
      },
      {
        "name": "Strato (DE)",
        "pct": 0.36
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.34
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.31
      },
      {
        "name": "Gandi Mail",
        "pct": 0.27
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.26
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.25
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.94
      },
      {
        "name": "Mailchimp",
        "pct": 4.82
      },
      {
        "name": "Zendesk",
        "pct": 4.06
      },
      {
        "name": "Mandrill",
        "pct": 3.98
      },
      {
        "name": "Mailgun",
        "pct": 2.39
      },
      {
        "name": "Amazon SES",
        "pct": 1.74
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.02
      },
      {
        "name": "Mimecast",
        "pct": 0.94
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.88
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.86
      },
      {
        "name": "MailChannels",
        "pct": 0.69
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.63
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.55
      },
      {
        "name": "SparkPost",
        "pct": 0.53
      },
      {
        "name": "Salesforce",
        "pct": 0.51
      },
      {
        "name": "Postmark",
        "pct": 0.51
      },
      {
        "name": "Elastic Email",
        "pct": 0.46
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.29
      },
      {
        "name": "Help Scout",
        "pct": 0.28
      },
      {
        "name": "MailHostBox",
        "pct": 0.25
      },
      {
        "name": "SMTP2GO",
        "pct": 0.24
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.24
      },
      {
        "name": "Constant Contact",
        "pct": 0.22
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.22
      },
      {
        "name": "Freshdesk",
        "pct": 0.2
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.19
      },
      {
        "name": "MailerSend",
        "pct": 0.16
      },
      {
        "name": "AuthSMTP",
        "pct": 0.16
      },
      {
        "name": "Webempresa Mail",
        "pct": 0.15
      },
      {
        "name": "SendPulse",
        "pct": 0.15
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.74
      },
      {
        "name": "BigCommerce",
        "pct": 0.3
      },
      {
        "name": "Trustpilot",
        "pct": 0.23
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.2
      },
      {
        "name": "Shopify",
        "pct": 0.18
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "Zendesk",
        "pct": 0.13
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.06
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.05
      },
      {
        "name": "KnowBe4",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.04
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Squarespace",
        "pct": 0.03
      },
      {
        "name": "Shoptet",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1196068,
      "max": 1196068
    }
  },
  {
    "date": "2019-01-01",
    "file": "2019-01-01.html",
    "domains_with_mx": 1190206,
    "domains_with_spf": 783686,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 39.39
      },
      {
        "name": "Google Workspace",
        "pct": 16.67
      },
      {
        "name": "Unknown / Other",
        "pct": 8.42
      },
      {
        "name": "Microsoft 365",
        "pct": 6.68
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.47
      },
      {
        "name": "GoDaddy",
        "pct": 3.52
      },
      {
        "name": "Yandex 360",
        "pct": 2.3
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.84
      },
      {
        "name": "Zoho Mail",
        "pct": 1.25
      },
      {
        "name": "OVH Mail",
        "pct": 0.97
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.76
      },
      {
        "name": "Rackspace Email",
        "pct": 0.76
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.74
      },
      {
        "name": "Mimecast",
        "pct": 0.66
      },
      {
        "name": "Beget (RU)",
        "pct": 0.59
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.56
      },
      {
        "name": "Proofpoint",
        "pct": 0.5
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.45
      },
      {
        "name": "DreamHost",
        "pct": 0.43
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.4
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.36
      },
      {
        "name": "Barracuda",
        "pct": 0.31
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.3
      },
      {
        "name": "Strato (DE)",
        "pct": 0.3
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.29
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "Gandi Mail",
        "pct": 0.25
      },
      {
        "name": "One.com mailpod",
        "pct": 0.24
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.24
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.26
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.01
      },
      {
        "name": "Mandrill",
        "pct": 3.59
      },
      {
        "name": "Zendesk",
        "pct": 3.25
      },
      {
        "name": "Mailgun",
        "pct": 2.21
      },
      {
        "name": "Amazon SES",
        "pct": 1.58
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.22
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.94
      },
      {
        "name": "MailChannels",
        "pct": 0.92
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.77
      },
      {
        "name": "Mimecast",
        "pct": 0.73
      },
      {
        "name": "Elastic Email",
        "pct": 0.48
      },
      {
        "name": "SparkPost",
        "pct": 0.48
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.46
      },
      {
        "name": "Postmark",
        "pct": 0.45
      },
      {
        "name": "Salesforce",
        "pct": 0.43
      },
      {
        "name": "MailHostBox",
        "pct": 0.38
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.3
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.27
      },
      {
        "name": "Help Scout",
        "pct": 0.27
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.24
      },
      {
        "name": "SMTP2GO",
        "pct": 0.23
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.23
      },
      {
        "name": "Constant Contact",
        "pct": 0.19
      },
      {
        "name": "Freshdesk",
        "pct": 0.18
      },
      {
        "name": "MailerSend",
        "pct": 0.17
      },
      {
        "name": "SuperCP",
        "pct": 0.17
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.17
      },
      {
        "name": "SendPulse",
        "pct": 0.16
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.15
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.57
      },
      {
        "name": "BigCommerce",
        "pct": 0.27
      },
      {
        "name": "Trustpilot",
        "pct": 0.22
      },
      {
        "name": "Shopify",
        "pct": 0.18
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.17
      },
      {
        "name": "Zendesk",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.08
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.06
      },
      {
        "name": "RetailCRM",
        "pct": 0.04
      },
      {
        "name": "Squarespace",
        "pct": 0.04
      },
      {
        "name": "KnowBe4",
        "pct": 0.04
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.04
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "Greenhouse",
        "pct": 0.03
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.03
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Shoptet",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1190206,
      "max": 1190206
    }
  },
  {
    "date": "2019-02-01",
    "file": "2019-02-01.html",
    "domains_with_mx": 1202345,
    "domains_with_spf": 799255,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 35.93
      },
      {
        "name": "Google Workspace",
        "pct": 17.44
      },
      {
        "name": "Unknown / Other",
        "pct": 9.15
      },
      {
        "name": "Microsoft 365",
        "pct": 8.04
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.75
      },
      {
        "name": "GoDaddy",
        "pct": 3.0
      },
      {
        "name": "Yandex 360",
        "pct": 2.04
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.93
      },
      {
        "name": "OVH Mail",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "Mimecast",
        "pct": 0.84
      },
      {
        "name": "Rackspace Email",
        "pct": 0.77
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.67
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.6
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.58
      },
      {
        "name": "Proofpoint",
        "pct": 0.58
      },
      {
        "name": "Beget (RU)",
        "pct": 0.52
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.49
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.48
      },
      {
        "name": "DreamHost",
        "pct": 0.4
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.4
      },
      {
        "name": "Strato (DE)",
        "pct": 0.39
      },
      {
        "name": "Barracuda",
        "pct": 0.38
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.38
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.37
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.32
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.28
      },
      {
        "name": "Gandi Mail",
        "pct": 0.27
      },
      {
        "name": "One.com mailpod",
        "pct": 0.26
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.81
      },
      {
        "name": "Mandrill",
        "pct": 3.94
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.62
      },
      {
        "name": "Zendesk",
        "pct": 2.76
      },
      {
        "name": "Mailgun",
        "pct": 2.38
      },
      {
        "name": "Amazon SES",
        "pct": 1.78
      },
      {
        "name": "Mimecast",
        "pct": 0.95
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 0.94
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.9
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.89
      },
      {
        "name": "MailChannels",
        "pct": 0.81
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.61
      },
      {
        "name": "Salesforce",
        "pct": 0.54
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "SparkPost",
        "pct": 0.51
      },
      {
        "name": "Postmark",
        "pct": 0.49
      },
      {
        "name": "Elastic Email",
        "pct": 0.47
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.31
      },
      {
        "name": "Help Scout",
        "pct": 0.29
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.26
      },
      {
        "name": "MailHostBox",
        "pct": 0.25
      },
      {
        "name": "SMTP2GO",
        "pct": 0.25
      },
      {
        "name": "Constant Contact",
        "pct": 0.24
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.21
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.2
      },
      {
        "name": "Freshdesk",
        "pct": 0.2
      },
      {
        "name": "Webempresa Mail",
        "pct": 0.18
      },
      {
        "name": "MailerSend",
        "pct": 0.17
      },
      {
        "name": "SendPulse",
        "pct": 0.17
      },
      {
        "name": "AuthSMTP",
        "pct": 0.16
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.74
      },
      {
        "name": "BigCommerce",
        "pct": 0.26
      },
      {
        "name": "Trustpilot",
        "pct": 0.24
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.19
      },
      {
        "name": "Shopify",
        "pct": 0.19
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.14
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "Zendesk",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.06
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.05
      },
      {
        "name": "KnowBe4",
        "pct": 0.05
      },
      {
        "name": "Squarespace",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.04
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.04
      },
      {
        "name": "RetailCRM",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Shoptet",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1202345,
      "max": 1202345
    }
  },
  {
    "date": "2019-03-01",
    "file": "2019-03-01.html",
    "domains_with_mx": 1170801,
    "domains_with_spf": 787932,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 35.82
      },
      {
        "name": "Google Workspace",
        "pct": 17.49
      },
      {
        "name": "Unknown / Other",
        "pct": 9.17
      },
      {
        "name": "Microsoft 365",
        "pct": 8.1
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.66
      },
      {
        "name": "GoDaddy",
        "pct": 2.88
      },
      {
        "name": "Yandex 360",
        "pct": 2.06
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.93
      },
      {
        "name": "Zoho Mail",
        "pct": 1.05
      },
      {
        "name": "OVH Mail",
        "pct": 1.04
      },
      {
        "name": "Mimecast",
        "pct": 0.84
      },
      {
        "name": "Rackspace Email",
        "pct": 0.75
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.69
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.67
      },
      {
        "name": "Proofpoint",
        "pct": 0.6
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.59
      },
      {
        "name": "Beget (RU)",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.49
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.47
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.39
      },
      {
        "name": "DreamHost",
        "pct": 0.39
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.39
      },
      {
        "name": "Barracuda",
        "pct": 0.38
      },
      {
        "name": "Strato (DE)",
        "pct": 0.37
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.37
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.31
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.28
      },
      {
        "name": "One.com mailpod",
        "pct": 0.27
      },
      {
        "name": "Gandi Mail",
        "pct": 0.27
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.79
      },
      {
        "name": "Mandrill",
        "pct": 3.91
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.53
      },
      {
        "name": "Zendesk",
        "pct": 2.66
      },
      {
        "name": "Mailgun",
        "pct": 2.38
      },
      {
        "name": "Amazon SES",
        "pct": 1.82
      },
      {
        "name": "Mimecast",
        "pct": 0.95
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 0.94
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.9
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.89
      },
      {
        "name": "MailChannels",
        "pct": 0.88
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.65
      },
      {
        "name": "Salesforce",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "SparkPost",
        "pct": 0.51
      },
      {
        "name": "Postmark",
        "pct": 0.49
      },
      {
        "name": "Elastic Email",
        "pct": 0.48
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.31
      },
      {
        "name": "Help Scout",
        "pct": 0.28
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.26
      },
      {
        "name": "SMTP2GO",
        "pct": 0.26
      },
      {
        "name": "MailHostBox",
        "pct": 0.24
      },
      {
        "name": "Constant Contact",
        "pct": 0.23
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.22
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.21
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "SendPulse",
        "pct": 0.18
      },
      {
        "name": "MailerSend",
        "pct": 0.17
      },
      {
        "name": "Webempresa Mail",
        "pct": 0.17
      },
      {
        "name": "AuthSMTP",
        "pct": 0.16
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.75
      },
      {
        "name": "BigCommerce",
        "pct": 0.25
      },
      {
        "name": "Trustpilot",
        "pct": 0.24
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.2
      },
      {
        "name": "Shopify",
        "pct": 0.19
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.14
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "Zendesk",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.13
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.07
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.05
      },
      {
        "name": "KnowBe4",
        "pct": 0.05
      },
      {
        "name": "Squarespace",
        "pct": 0.04
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.04
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.04
      },
      {
        "name": "RetailCRM",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.04
      },
      {
        "name": "Shoptet",
        "pct": 0.03
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "SurveyMonkey",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1170801,
      "max": 1170801
    }
  },
  {
    "date": "2019-04-01",
    "file": "2019-04-01.html",
    "domains_with_mx": 1120142,
    "domains_with_spf": 752449,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 37.2
      },
      {
        "name": "Google Workspace",
        "pct": 17.26
      },
      {
        "name": "Unknown / Other",
        "pct": 8.62
      },
      {
        "name": "Microsoft 365",
        "pct": 7.18
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.54
      },
      {
        "name": "GoDaddy",
        "pct": 3.27
      },
      {
        "name": "Yandex 360",
        "pct": 2.43
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.82
      },
      {
        "name": "Zoho Mail",
        "pct": 1.17
      },
      {
        "name": "OVH Mail",
        "pct": 1.02
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.77
      },
      {
        "name": "Rackspace Email",
        "pct": 0.74
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.73
      },
      {
        "name": "Mimecast",
        "pct": 0.72
      },
      {
        "name": "Beget (RU)",
        "pct": 0.66
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.62
      },
      {
        "name": "Proofpoint",
        "pct": 0.54
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.45
      },
      {
        "name": "DreamHost",
        "pct": 0.44
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.43
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.4
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.33
      },
      {
        "name": "Barracuda",
        "pct": 0.33
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.33
      },
      {
        "name": "Strato (DE)",
        "pct": 0.32
      },
      {
        "name": "One.com mailpod",
        "pct": 0.27
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.26
      },
      {
        "name": "Gandi Mail",
        "pct": 0.26
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.5
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.89
      },
      {
        "name": "Mandrill",
        "pct": 3.66
      },
      {
        "name": "Zendesk",
        "pct": 3.09
      },
      {
        "name": "Mailgun",
        "pct": 2.3
      },
      {
        "name": "Amazon SES",
        "pct": 1.74
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.15
      },
      {
        "name": "MailChannels",
        "pct": 1.04
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.03
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.83
      },
      {
        "name": "Mimecast",
        "pct": 0.81
      },
      {
        "name": "Salesforce",
        "pct": 0.5
      },
      {
        "name": "SparkPost",
        "pct": 0.49
      },
      {
        "name": "Elastic Email",
        "pct": 0.48
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.46
      },
      {
        "name": "Postmark",
        "pct": 0.45
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.39
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.34
      },
      {
        "name": "MailHostBox",
        "pct": 0.33
      },
      {
        "name": "Help Scout",
        "pct": 0.28
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.25
      },
      {
        "name": "SMTP2GO",
        "pct": 0.24
      },
      {
        "name": "Constant Contact",
        "pct": 0.22
      },
      {
        "name": "Host-H (BG)",
        "pct": 0.2
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.2
      },
      {
        "name": "SendPulse",
        "pct": 0.19
      },
      {
        "name": "Freshdesk",
        "pct": 0.18
      },
      {
        "name": "MailerSend",
        "pct": 0.18
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.18
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.17
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.6
      },
      {
        "name": "BigCommerce",
        "pct": 0.26
      },
      {
        "name": "Trustpilot",
        "pct": 0.23
      },
      {
        "name": "Shopify",
        "pct": 0.2
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.17
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "Zendesk",
        "pct": 0.11
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.06
      },
      {
        "name": "Squarespace",
        "pct": 0.05
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.05
      },
      {
        "name": "RetailCRM",
        "pct": 0.04
      },
      {
        "name": "KnowBe4",
        "pct": 0.04
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.04
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "Shoptet",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1120142,
      "max": 1120142
    }
  },
  {
    "date": "2019-05-01",
    "file": "2019-05-01.html",
    "domains_with_mx": 1196890,
    "domains_with_spf": 811837,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 34.94
      },
      {
        "name": "Google Workspace",
        "pct": 17.77
      },
      {
        "name": "Unknown / Other",
        "pct": 9.12
      },
      {
        "name": "Microsoft 365",
        "pct": 8.33
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.61
      },
      {
        "name": "GoDaddy",
        "pct": 3.05
      },
      {
        "name": "Yandex 360",
        "pct": 1.98
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.89
      },
      {
        "name": "Zoho Mail",
        "pct": 1.07
      },
      {
        "name": "OVH Mail",
        "pct": 1.05
      },
      {
        "name": "Mimecast",
        "pct": 0.87
      },
      {
        "name": "Rackspace Email",
        "pct": 0.78
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.72
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.71
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.61
      },
      {
        "name": "Proofpoint",
        "pct": 0.61
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.52
      },
      {
        "name": "Beget (RU)",
        "pct": 0.51
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.45
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.42
      },
      {
        "name": "Barracuda",
        "pct": 0.41
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.4
      },
      {
        "name": "DreamHost",
        "pct": 0.4
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.37
      },
      {
        "name": "Strato (DE)",
        "pct": 0.36
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.31
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.27
      },
      {
        "name": "Gandi Mail",
        "pct": 0.27
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      },
      {
        "name": "Generic / unmatched (smtp.*)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.81
      },
      {
        "name": "Mandrill",
        "pct": 3.85
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.69
      },
      {
        "name": "Zendesk",
        "pct": 2.88
      },
      {
        "name": "Mailgun",
        "pct": 2.42
      },
      {
        "name": "Amazon SES",
        "pct": 1.83
      },
      {
        "name": "Mimecast",
        "pct": 1.0
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.98
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 0.97
      },
      {
        "name": "MailChannels",
        "pct": 0.94
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.9
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.65
      },
      {
        "name": "Salesforce",
        "pct": 0.6
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "SparkPost",
        "pct": 0.5
      },
      {
        "name": "Postmark",
        "pct": 0.48
      },
      {
        "name": "Elastic Email",
        "pct": 0.46
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.29
      },
      {
        "name": "Help Scout",
        "pct": 0.29
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.29
      },
      {
        "name": "SMTP2GO",
        "pct": 0.27
      },
      {
        "name": "Constant Contact",
        "pct": 0.26
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.26
      },
      {
        "name": "MailHostBox",
        "pct": 0.25
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.22
      },
      {
        "name": "Freshdesk",
        "pct": 0.2
      },
      {
        "name": "SendPulse",
        "pct": 0.18
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.17
      },
      {
        "name": "Webempresa Mail",
        "pct": 0.17
      },
      {
        "name": "MailerSend",
        "pct": 0.16
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.75
      },
      {
        "name": "BigCommerce",
        "pct": 0.26
      },
      {
        "name": "Trustpilot",
        "pct": 0.24
      },
      {
        "name": "Shopify",
        "pct": 0.21
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.2
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.16
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "Qualtrics",
        "pct": 0.13
      },
      {
        "name": "Zendesk",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.07
      },
      {
        "name": "KnowBe4",
        "pct": 0.06
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.05
      },
      {
        "name": "Squarespace",
        "pct": 0.05
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.04
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.04
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "Shoptet",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1196890,
      "max": 1196890
    }
  },
  {
    "date": "2019-06-01",
    "file": "2019-06-01.html",
    "domains_with_mx": 1205558,
    "domains_with_spf": 822402,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 34.18
      },
      {
        "name": "Google Workspace",
        "pct": 18.58
      },
      {
        "name": "Unknown / Other",
        "pct": 8.94
      },
      {
        "name": "Microsoft 365",
        "pct": 8.51
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.49
      },
      {
        "name": "GoDaddy",
        "pct": 3.34
      },
      {
        "name": "Yandex 360",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.78
      },
      {
        "name": "Zoho Mail",
        "pct": 1.07
      },
      {
        "name": "OVH Mail",
        "pct": 0.94
      },
      {
        "name": "Mimecast",
        "pct": 0.89
      },
      {
        "name": "Rackspace Email",
        "pct": 0.85
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.77
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.73
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.66
      },
      {
        "name": "Proofpoint",
        "pct": 0.64
      },
      {
        "name": "Beget (RU)",
        "pct": 0.49
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.47
      },
      {
        "name": "DreamHost",
        "pct": 0.45
      },
      {
        "name": "Barracuda",
        "pct": 0.45
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.44
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.43
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.38
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.31
      },
      {
        "name": "Strato (DE)",
        "pct": 0.31
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.27
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.27
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.26
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.25
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.89
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.87
      },
      {
        "name": "Mandrill",
        "pct": 3.81
      },
      {
        "name": "Zendesk",
        "pct": 3.09
      },
      {
        "name": "Mailgun",
        "pct": 2.45
      },
      {
        "name": "Amazon SES",
        "pct": 1.86
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.08
      },
      {
        "name": "Mimecast",
        "pct": 1.04
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.03
      },
      {
        "name": "MailChannels",
        "pct": 0.91
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.85
      },
      {
        "name": "Salesforce",
        "pct": 0.62
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.61
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "SparkPost",
        "pct": 0.5
      },
      {
        "name": "Postmark",
        "pct": 0.46
      },
      {
        "name": "Elastic Email",
        "pct": 0.46
      },
      {
        "name": "Help Scout",
        "pct": 0.32
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.29
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.28
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.27
      },
      {
        "name": "SMTP2GO",
        "pct": 0.26
      },
      {
        "name": "Constant Contact",
        "pct": 0.25
      },
      {
        "name": "MailHostBox",
        "pct": 0.25
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.21
      },
      {
        "name": "Freshdesk",
        "pct": 0.2
      },
      {
        "name": "SendPulse",
        "pct": 0.18
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.18
      },
      {
        "name": "MailerSend",
        "pct": 0.17
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.16
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "BigCommerce",
        "pct": 0.3
      },
      {
        "name": "Shopify",
        "pct": 0.24
      },
      {
        "name": "Trustpilot",
        "pct": 0.23
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.19
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.15
      },
      {
        "name": "ClickDimensions",
        "pct": 0.14
      },
      {
        "name": "Qualtrics",
        "pct": 0.13
      },
      {
        "name": "Zendesk",
        "pct": 0.11
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.07
      },
      {
        "name": "Squarespace",
        "pct": 0.07
      },
      {
        "name": "KnowBe4",
        "pct": 0.06
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.04
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.04
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.04
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.03
      },
      {
        "name": "Shoptet",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1205558,
      "max": 1205558
    }
  },
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    "date": "2019-07-01",
    "file": "2019-07-01.html",
    "domains_with_mx": 1177952,
    "domains_with_spf": 806744,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 38.24
      },
      {
        "name": "Google Workspace",
        "pct": 17.11
      },
      {
        "name": "Unknown / Other",
        "pct": 8.28
      },
      {
        "name": "Microsoft 365",
        "pct": 6.97
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 4.3
      },
      {
        "name": "GoDaddy",
        "pct": 3.06
      },
      {
        "name": "Yandex 360",
        "pct": 2.66
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Zoho Mail",
        "pct": 1.27
      },
      {
        "name": "OVH Mail",
        "pct": 0.98
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.81
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.74
      },
      {
        "name": "Beget (RU)",
        "pct": 0.7
      },
      {
        "name": "Mimecast",
        "pct": 0.7
      },
      {
        "name": "Rackspace Email",
        "pct": 0.7
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.65
      },
      {
        "name": "Proofpoint",
        "pct": 0.54
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.47
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.42
      },
      {
        "name": "DreamHost",
        "pct": 0.41
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.37
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.36
      },
      {
        "name": "Barracuda",
        "pct": 0.31
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.3
      },
      {
        "name": "Hostinger",
        "pct": 0.3
      },
      {
        "name": "Strato (DE)",
        "pct": 0.29
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.25
      },
      {
        "name": "Gandi Mail",
        "pct": 0.24
      },
      {
        "name": "ISPGateway (DE)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.31
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.75
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "Zendesk",
        "pct": 3.09
      },
      {
        "name": "Mailgun",
        "pct": 2.24
      },
      {
        "name": "Amazon SES",
        "pct": 1.73
      },
      {
        "name": "MailChannels",
        "pct": 1.15
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.14
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.11
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.84
      },
      {
        "name": "Mimecast",
        "pct": 0.82
      },
      {
        "name": "Salesforce",
        "pct": 0.51
      },
      {
        "name": "Elastic Email",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.45
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.44
      },
      {
        "name": "Postmark",
        "pct": 0.41
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.35
      },
      {
        "name": "MailHostBox",
        "pct": 0.34
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.33
      },
      {
        "name": "Help Scout",
        "pct": 0.29
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.27
      },
      {
        "name": "SMTP2GO",
        "pct": 0.23
      },
      {
        "name": "SendPulse",
        "pct": 0.23
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.21
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.2
      },
      {
        "name": "Freshdesk",
        "pct": 0.19
      },
      {
        "name": "MailerSend",
        "pct": 0.18
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.17
      },
      {
        "name": "Host-H (BG)",
        "pct": 0.17
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.58
      },
      {
        "name": "BigCommerce",
        "pct": 0.25
      },
      {
        "name": "Trustpilot",
        "pct": 0.22
      },
      {
        "name": "Shopify",
        "pct": 0.22
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.17
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "Zendesk",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.09
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.05
      },
      {
        "name": "Squarespace",
        "pct": 0.05
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.05
      },
      {
        "name": "KnowBe4",
        "pct": 0.05
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.04
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.03
      },
      {
        "name": "ConnectWise",
        "pct": 0.02
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Shoptet",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1177952,
      "max": 1177952
    }
  },
  {
    "date": "2019-08-01",
    "file": "2019-08-01.html",
    "domains_with_mx": 1162343,
    "domains_with_spf": 819141,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 38.55
      },
      {
        "name": "Google Workspace",
        "pct": 16.91
      },
      {
        "name": "Unknown / Other",
        "pct": 7.06
      },
      {
        "name": "Microsoft 365",
        "pct": 6.43
      },
      {
        "name": "Yandex 360",
        "pct": 5.54
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.39
      },
      {
        "name": "GoDaddy",
        "pct": 2.59
      },
      {
        "name": "Beget (RU)",
        "pct": 1.4
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.37
      },
      {
        "name": "Zoho Mail",
        "pct": 1.37
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.86
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.83
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.74
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.71
      },
      {
        "name": "Mimecast",
        "pct": 0.69
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.67
      },
      {
        "name": "Rackspace Email",
        "pct": 0.62
      },
      {
        "name": "OVH Mail",
        "pct": 0.59
      },
      {
        "name": "Proofpoint",
        "pct": 0.51
      },
      {
        "name": "Reg.ru",
        "pct": 0.5
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.47
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.46
      },
      {
        "name": "NIC.RU Mail",
        "pct": 0.37
      },
      {
        "name": "Hostinger",
        "pct": 0.35
      },
      {
        "name": "DreamHost",
        "pct": 0.31
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.3
      },
      {
        "name": "Barracuda",
        "pct": 0.3
      },
      {
        "name": "SpaceWeb (RU)",
        "pct": 0.26
      },
      {
        "name": "Hoster.by (BY)",
        "pct": 0.23
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.22
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 3.85
      },
      {
        "name": "Mandrill",
        "pct": 2.97
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.64
      },
      {
        "name": "Zendesk",
        "pct": 2.09
      },
      {
        "name": "Mailgun",
        "pct": 2.03
      },
      {
        "name": "Amazon SES",
        "pct": 1.55
      },
      {
        "name": "MailChannels",
        "pct": 1.19
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.06
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.01
      },
      {
        "name": "Mimecast",
        "pct": 0.81
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.6
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Salesforce",
        "pct": 0.53
      },
      {
        "name": "Elastic Email",
        "pct": 0.46
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.46
      },
      {
        "name": "Postmark",
        "pct": 0.37
      },
      {
        "name": "SparkPost",
        "pct": 0.35
      },
      {
        "name": "MailHostBox",
        "pct": 0.35
      },
      {
        "name": "SendPulse",
        "pct": 0.35
      },
      {
        "name": "Help Scout",
        "pct": 0.27
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.26
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.24
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.23
      },
      {
        "name": "SMTP2GO",
        "pct": 0.2
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.19
      },
      {
        "name": "Host-H (BG)",
        "pct": 0.18
      },
      {
        "name": "MailerSend",
        "pct": 0.17
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.16
      },
      {
        "name": "Freshdesk",
        "pct": 0.16
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.16
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.67
      },
      {
        "name": "BigCommerce",
        "pct": 0.21
      },
      {
        "name": "Shopify",
        "pct": 0.2
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.18
      },
      {
        "name": "Trustpilot",
        "pct": 0.14
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.09
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.08
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.07
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.05
      },
      {
        "name": "Squarespace",
        "pct": 0.05
      },
      {
        "name": "KnowBe4",
        "pct": 0.05
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.04
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.01
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1162343,
      "max": 1162343
    }
  },
  {
    "date": "2019-09-01",
    "file": "2019-09-01.html",
    "domains_with_mx": 838362,
    "domains_with_spf": 594935,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 39.37
      },
      {
        "name": "Google Workspace",
        "pct": 17.21
      },
      {
        "name": "Unknown / Other",
        "pct": 6.85
      },
      {
        "name": "Microsoft 365",
        "pct": 6.13
      },
      {
        "name": "Yandex 360",
        "pct": 5.35
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.3
      },
      {
        "name": "GoDaddy",
        "pct": 2.5
      },
      {
        "name": "Zoho Mail",
        "pct": 1.41
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.38
      },
      {
        "name": "Beget (RU)",
        "pct": 1.35
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.81
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.76
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.75
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.73
      },
      {
        "name": "Mimecast",
        "pct": 0.69
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.62
      },
      {
        "name": "Rackspace Email",
        "pct": 0.6
      },
      {
        "name": "OVH Mail",
        "pct": 0.58
      },
      {
        "name": "Proofpoint",
        "pct": 0.56
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.51
      },
      {
        "name": "Reg.ru",
        "pct": 0.44
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.44
      },
      {
        "name": "Hostinger",
        "pct": 0.37
      },
      {
        "name": "NIC.RU Mail",
        "pct": 0.34
      },
      {
        "name": "DreamHost",
        "pct": 0.32
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.31
      },
      {
        "name": "Barracuda",
        "pct": 0.29
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.25
      },
      {
        "name": "SpaceWeb (RU)",
        "pct": 0.22
      },
      {
        "name": "MailHostBox",
        "pct": 0.22
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.02
      },
      {
        "name": "Mandrill",
        "pct": 3.13
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.79
      },
      {
        "name": "Zendesk",
        "pct": 2.27
      },
      {
        "name": "Mailgun",
        "pct": 2.17
      },
      {
        "name": "Amazon SES",
        "pct": 1.74
      },
      {
        "name": "MailChannels",
        "pct": 1.29
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.09
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.07
      },
      {
        "name": "Mimecast",
        "pct": 0.79
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.65
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Salesforce",
        "pct": 0.6
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.5
      },
      {
        "name": "Elastic Email",
        "pct": 0.5
      },
      {
        "name": "Postmark",
        "pct": 0.4
      },
      {
        "name": "SendPulse",
        "pct": 0.39
      },
      {
        "name": "SparkPost",
        "pct": 0.38
      },
      {
        "name": "MailHostBox",
        "pct": 0.37
      },
      {
        "name": "Help Scout",
        "pct": 0.31
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.27
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.26
      },
      {
        "name": "SMTP2GO",
        "pct": 0.21
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.2
      },
      {
        "name": "MailerSend",
        "pct": 0.19
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.18
      },
      {
        "name": "Freshdesk",
        "pct": 0.17
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.17
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.17
      },
      {
        "name": "Constant Contact",
        "pct": 0.16
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.67
      },
      {
        "name": "Shopify",
        "pct": 0.21
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.18
      },
      {
        "name": "Trustpilot",
        "pct": 0.16
      },
      {
        "name": "Qualtrics",
        "pct": 0.13
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.11
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.1
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.08
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.05
      },
      {
        "name": "KnowBe4",
        "pct": 0.05
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.05
      },
      {
        "name": "Greenhouse",
        "pct": 0.05
      },
      {
        "name": "Squarespace",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "partial",
    "aggregation": "monthly_medoid",
    "n_days_ok": 0,
    "n_days_total": 1
  },
  {
    "date": "2019-10-01",
    "file": "2019-10-01.html",
    "domains_with_mx": 966667,
    "domains_with_spf": 692386,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 39.22
      },
      {
        "name": "Google Workspace",
        "pct": 16.74
      },
      {
        "name": "Unknown / Other",
        "pct": 6.89
      },
      {
        "name": "Microsoft 365",
        "pct": 6.34
      },
      {
        "name": "Yandex 360",
        "pct": 5.5
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.31
      },
      {
        "name": "GoDaddy",
        "pct": 2.38
      },
      {
        "name": "Beget (RU)",
        "pct": 1.46
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.39
      },
      {
        "name": "Zoho Mail",
        "pct": 1.33
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.85
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.81
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.74
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.71
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.69
      },
      {
        "name": "Mimecast",
        "pct": 0.69
      },
      {
        "name": "OVH Mail",
        "pct": 0.62
      },
      {
        "name": "Rackspace Email",
        "pct": 0.57
      },
      {
        "name": "Proofpoint",
        "pct": 0.54
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.51
      },
      {
        "name": "Reg.ru",
        "pct": 0.48
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.44
      },
      {
        "name": "Hostinger",
        "pct": 0.38
      },
      {
        "name": "NIC.RU Mail",
        "pct": 0.37
      },
      {
        "name": "DreamHost",
        "pct": 0.31
      },
      {
        "name": "Barracuda",
        "pct": 0.3
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.29
      },
      {
        "name": "SpaceWeb (RU)",
        "pct": 0.24
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.23
      },
      {
        "name": "Hoster.by (BY)",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 3.92
      },
      {
        "name": "Mandrill",
        "pct": 2.98
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.68
      },
      {
        "name": "Zendesk",
        "pct": 2.13
      },
      {
        "name": "Mailgun",
        "pct": 2.11
      },
      {
        "name": "Amazon SES",
        "pct": 1.66
      },
      {
        "name": "MailChannels",
        "pct": 1.55
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.05
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.05
      },
      {
        "name": "Mimecast",
        "pct": 0.78
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.65
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Salesforce",
        "pct": 0.59
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.48
      },
      {
        "name": "Elastic Email",
        "pct": 0.48
      },
      {
        "name": "SendPulse",
        "pct": 0.42
      },
      {
        "name": "Postmark",
        "pct": 0.38
      },
      {
        "name": "SparkPost",
        "pct": 0.35
      },
      {
        "name": "MailHostBox",
        "pct": 0.33
      },
      {
        "name": "Help Scout",
        "pct": 0.29
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.27
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.26
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.23
      },
      {
        "name": "SMTP2GO",
        "pct": 0.19
      },
      {
        "name": "MailerSend",
        "pct": 0.18
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.18
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.18
      },
      {
        "name": "Freshdesk",
        "pct": 0.17
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.17
      },
      {
        "name": "Constant Contact",
        "pct": 0.17
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.66
      },
      {
        "name": "Shopify",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.19
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "GetCourse",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.13
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.08
      },
      {
        "name": "Blackboard",
        "pct": 0.06
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.05
      },
      {
        "name": "KnowBe4",
        "pct": 0.05
      },
      {
        "name": "Megagroup",
        "pct": 0.05
      },
      {
        "name": "Microsoft SharePoint",
        "pct": 0.05
      },
      {
        "name": "InSales",
        "pct": 0.05
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.05
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.05
      },
      {
        "name": "Salesforce",
        "pct": 0.05
      },
      {
        "name": "Acquia",
        "pct": 0.05
      },
      {
        "name": "Greenhouse",
        "pct": 0.04
      },
      {
        "name": "Groove",
        "pct": 0.04
      },
      {
        "name": "UserVoice",
        "pct": 0.04
      },
      {
        "name": "Squarespace",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "amoCRM (Kommo)",
        "pct": 0.03
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 966667,
      "max": 966667
    }
  },
  {
    "date": "2019-11-01",
    "file": "2019-11-01.html",
    "domains_with_mx": 1039570,
    "domains_with_spf": 747867,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 37.99
      },
      {
        "name": "Google Workspace",
        "pct": 17.55
      },
      {
        "name": "Unknown / Other",
        "pct": 7.05
      },
      {
        "name": "Microsoft 365",
        "pct": 6.91
      },
      {
        "name": "Yandex 360",
        "pct": 5.26
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.32
      },
      {
        "name": "GoDaddy",
        "pct": 2.46
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.36
      },
      {
        "name": "Zoho Mail",
        "pct": 1.33
      },
      {
        "name": "Beget (RU)",
        "pct": 1.25
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.81
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.8
      },
      {
        "name": "Mimecast",
        "pct": 0.75
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.74
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.71
      },
      {
        "name": "Rackspace Email",
        "pct": 0.62
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.61
      },
      {
        "name": "OVH Mail",
        "pct": 0.61
      },
      {
        "name": "Proofpoint",
        "pct": 0.57
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.53
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.48
      },
      {
        "name": "Reg.ru",
        "pct": 0.43
      },
      {
        "name": "Hostinger",
        "pct": 0.36
      },
      {
        "name": "NIC.RU Mail",
        "pct": 0.35
      },
      {
        "name": "Barracuda",
        "pct": 0.34
      },
      {
        "name": "DreamHost",
        "pct": 0.31
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.3
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.24
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.23
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.08
      },
      {
        "name": "Mandrill",
        "pct": 3.06
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.71
      },
      {
        "name": "Mailgun",
        "pct": 2.15
      },
      {
        "name": "Zendesk",
        "pct": 2.13
      },
      {
        "name": "Amazon SES",
        "pct": 1.7
      },
      {
        "name": "MailChannels",
        "pct": 1.31
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.14
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.04
      },
      {
        "name": "Mimecast",
        "pct": 0.86
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.65
      },
      {
        "name": "Salesforce",
        "pct": 0.62
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.5
      },
      {
        "name": "Elastic Email",
        "pct": 0.46
      },
      {
        "name": "SendPulse",
        "pct": 0.42
      },
      {
        "name": "Postmark",
        "pct": 0.39
      },
      {
        "name": "SparkPost",
        "pct": 0.35
      },
      {
        "name": "MailHostBox",
        "pct": 0.31
      },
      {
        "name": "Help Scout",
        "pct": 0.3
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.27
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.25
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.21
      },
      {
        "name": "SMTP2GO",
        "pct": 0.21
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.18
      },
      {
        "name": "MailerSend",
        "pct": 0.18
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.18
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.18
      },
      {
        "name": "Freshdesk",
        "pct": 0.17
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.71
      },
      {
        "name": "Shopify",
        "pct": 0.25
      },
      {
        "name": "BigCommerce",
        "pct": 0.22
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.2
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "Zendesk",
        "pct": 0.09
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.08
      },
      {
        "name": "RetailCRM",
        "pct": 0.07
      },
      {
        "name": "KnowBe4",
        "pct": 0.06
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.06
      },
      {
        "name": "Squarespace",
        "pct": 0.05
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.05
      },
      {
        "name": "Greenhouse",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1039570,
      "max": 1039570
    }
  },
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    "date": "2019-12-01",
    "file": "2019-12-01.html",
    "domains_with_mx": 826277,
    "domains_with_spf": 600095,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 39.71
      },
      {
        "name": "Google Workspace",
        "pct": 16.9
      },
      {
        "name": "Unknown / Other",
        "pct": 6.77
      },
      {
        "name": "Microsoft 365",
        "pct": 5.98
      },
      {
        "name": "Yandex 360",
        "pct": 5.56
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.29
      },
      {
        "name": "GoDaddy",
        "pct": 2.23
      },
      {
        "name": "Zoho Mail",
        "pct": 1.44
      },
      {
        "name": "Beget (RU)",
        "pct": 1.37
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.35
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.83
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.8
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.77
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.77
      },
      {
        "name": "Mimecast",
        "pct": 0.64
      },
      {
        "name": "OVH Mail",
        "pct": 0.64
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.62
      },
      {
        "name": "Proofpoint",
        "pct": 0.54
      },
      {
        "name": "Rackspace Email",
        "pct": 0.54
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.53
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.51
      },
      {
        "name": "Reg.ru",
        "pct": 0.46
      },
      {
        "name": "Hostinger",
        "pct": 0.42
      },
      {
        "name": "NIC.RU Mail",
        "pct": 0.33
      },
      {
        "name": "DreamHost",
        "pct": 0.3
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.28
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.25
      },
      {
        "name": "Barracuda",
        "pct": 0.24
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.24
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 3.96
      },
      {
        "name": "Mandrill",
        "pct": 3.06
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.65
      },
      {
        "name": "Zendesk",
        "pct": 2.21
      },
      {
        "name": "Mailgun",
        "pct": 2.18
      },
      {
        "name": "Amazon SES",
        "pct": 1.8
      },
      {
        "name": "MailChannels",
        "pct": 1.45
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.14
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.12
      },
      {
        "name": "Mimecast",
        "pct": 0.71
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.67
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.65
      },
      {
        "name": "Salesforce",
        "pct": 0.58
      },
      {
        "name": "SendPulse",
        "pct": 0.5
      },
      {
        "name": "Elastic Email",
        "pct": 0.49
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.45
      },
      {
        "name": "Postmark",
        "pct": 0.38
      },
      {
        "name": "SparkPost",
        "pct": 0.35
      },
      {
        "name": "MailHostBox",
        "pct": 0.32
      },
      {
        "name": "Help Scout",
        "pct": 0.31
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.3
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.27
      },
      {
        "name": "MailerSend",
        "pct": 0.2
      },
      {
        "name": "Locaweb (BR)",
        "pct": 0.19
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.19
      },
      {
        "name": "Freshdesk",
        "pct": 0.18
      },
      {
        "name": "SMTP2GO",
        "pct": 0.18
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.18
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.16
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.15
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.57
      },
      {
        "name": "Shopify",
        "pct": 0.26
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "Trustpilot",
        "pct": 0.16
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.11
      },
      {
        "name": "Zendesk",
        "pct": 0.09
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.09
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.08
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.05
      },
      {
        "name": "KnowBe4",
        "pct": 0.05
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.05
      },
      {
        "name": "Greenhouse",
        "pct": 0.05
      },
      {
        "name": "Squarespace",
        "pct": 0.04
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.03
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.01
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 826277,
      "max": 826277
    }
  },
  {
    "date": "2020-01-01",
    "file": "2020-01-01.html",
    "domains_with_mx": 565274,
    "domains_with_spf": 417038,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 39.44
      },
      {
        "name": "Google Workspace",
        "pct": 18.22
      },
      {
        "name": "Unknown / Other",
        "pct": 6.87
      },
      {
        "name": "Microsoft 365",
        "pct": 6.57
      },
      {
        "name": "Yandex 360",
        "pct": 4.78
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.06
      },
      {
        "name": "GoDaddy",
        "pct": 2.37
      },
      {
        "name": "Zoho Mail",
        "pct": 1.51
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.38
      },
      {
        "name": "Beget (RU)",
        "pct": 1.03
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.82
      },
      {
        "name": "Mimecast",
        "pct": 0.8
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.77
      },
      {
        "name": "Proofpoint",
        "pct": 0.69
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.64
      },
      {
        "name": "Rackspace Email",
        "pct": 0.62
      },
      {
        "name": "OVH Mail",
        "pct": 0.59
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.57
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.54
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.47
      },
      {
        "name": "Hostinger",
        "pct": 0.44
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.43
      },
      {
        "name": "Reg.ru",
        "pct": 0.33
      },
      {
        "name": "Barracuda",
        "pct": 0.32
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.3
      },
      {
        "name": "DreamHost",
        "pct": 0.3
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.28
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.25
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.22
      },
      {
        "name": "MailHostBox",
        "pct": 0.22
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.27
      },
      {
        "name": "Mandrill",
        "pct": 3.34
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.99
      },
      {
        "name": "Zendesk",
        "pct": 2.43
      },
      {
        "name": "Mailgun",
        "pct": 2.4
      },
      {
        "name": "Amazon SES",
        "pct": 2.09
      },
      {
        "name": "MailChannels",
        "pct": 1.57
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.16
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "Mimecast",
        "pct": 0.87
      },
      {
        "name": "Salesforce",
        "pct": 0.76
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.71
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.6
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Elastic Email",
        "pct": 0.56
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "SparkPost",
        "pct": 0.38
      },
      {
        "name": "MailHostBox",
        "pct": 0.34
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.32
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.23
      },
      {
        "name": "MailerSend",
        "pct": 0.21
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.21
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "SMTP2GO",
        "pct": 0.2
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.2
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.19
      },
      {
        "name": "Constant Contact",
        "pct": 0.17
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.15
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.74
      },
      {
        "name": "Shopify",
        "pct": 0.28
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.26
      },
      {
        "name": "BigCommerce",
        "pct": 0.21
      },
      {
        "name": "Trustpilot",
        "pct": 0.17
      },
      {
        "name": "Qualtrics",
        "pct": 0.15
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.11
      },
      {
        "name": "Zendesk",
        "pct": 0.11
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.1
      },
      {
        "name": "KnowBe4",
        "pct": 0.07
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.06
      },
      {
        "name": "RetailCRM",
        "pct": 0.06
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.05
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.04
      },
      {
        "name": "Squarespace",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "partial",
    "aggregation": "monthly_medoid",
    "n_days_ok": 0,
    "n_days_total": 1
  },
  {
    "date": "2020-02-01",
    "file": "2020-02-01.html",
    "domains_with_mx": 947773,
    "domains_with_spf": 696310,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 35.83
      },
      {
        "name": "Google Workspace",
        "pct": 18.8
      },
      {
        "name": "Microsoft 365",
        "pct": 7.52
      },
      {
        "name": "Unknown / Other",
        "pct": 6.88
      },
      {
        "name": "Yandex 360",
        "pct": 5.17
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.26
      },
      {
        "name": "GoDaddy",
        "pct": 2.56
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.4
      },
      {
        "name": "Zoho Mail",
        "pct": 1.37
      },
      {
        "name": "Beget (RU)",
        "pct": 1.28
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.89
      },
      {
        "name": "Mimecast",
        "pct": 0.81
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.77
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.75
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.73
      },
      {
        "name": "Rackspace Email",
        "pct": 0.66
      },
      {
        "name": "Proofpoint",
        "pct": 0.63
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.62
      },
      {
        "name": "OVH Mail",
        "pct": 0.6
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.58
      },
      {
        "name": "Hostinger",
        "pct": 0.44
      },
      {
        "name": "Reg.ru",
        "pct": 0.43
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.41
      },
      {
        "name": "Barracuda",
        "pct": 0.37
      },
      {
        "name": "DreamHost",
        "pct": 0.32
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.3
      },
      {
        "name": "NIC.RU Mail",
        "pct": 0.3
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.25
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.24
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.38
      },
      {
        "name": "Mandrill",
        "pct": 3.14
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.88
      },
      {
        "name": "Mailgun",
        "pct": 2.27
      },
      {
        "name": "Zendesk",
        "pct": 2.23
      },
      {
        "name": "Amazon SES",
        "pct": 1.87
      },
      {
        "name": "MailChannels",
        "pct": 1.65
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.31
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.08
      },
      {
        "name": "Mimecast",
        "pct": 0.92
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.7
      },
      {
        "name": "Salesforce",
        "pct": 0.69
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Elastic Email",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.4
      },
      {
        "name": "SparkPost",
        "pct": 0.34
      },
      {
        "name": "MailHostBox",
        "pct": 0.33
      },
      {
        "name": "Help Scout",
        "pct": 0.33
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.32
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.23
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.23
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.22
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.22
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.21
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "SMTP2GO",
        "pct": 0.2
      },
      {
        "name": "MailerSend",
        "pct": 0.19
      },
      {
        "name": "Constant Contact",
        "pct": 0.19
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "Shopify",
        "pct": 0.3
      },
      {
        "name": "BigCommerce",
        "pct": 0.24
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.22
      },
      {
        "name": "Trustpilot",
        "pct": 0.16
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.15
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.09
      },
      {
        "name": "KnowBe4",
        "pct": 0.08
      },
      {
        "name": "RetailCRM",
        "pct": 0.07
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.07
      },
      {
        "name": "Squarespace",
        "pct": 0.06
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.06
      },
      {
        "name": "Greenhouse",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 947773,
      "max": 947773
    }
  },
  {
    "date": "2020-03-01",
    "file": "2020-03-01.html",
    "domains_with_mx": 780292,
    "domains_with_spf": 579459,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 38.04
      },
      {
        "name": "Google Workspace",
        "pct": 18.36
      },
      {
        "name": "Microsoft 365",
        "pct": 6.95
      },
      {
        "name": "Unknown / Other",
        "pct": 6.58
      },
      {
        "name": "Yandex 360",
        "pct": 5.02
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.11
      },
      {
        "name": "GoDaddy",
        "pct": 2.38
      },
      {
        "name": "Zoho Mail",
        "pct": 1.44
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.35
      },
      {
        "name": "Beget (RU)",
        "pct": 1.19
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.86
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.82
      },
      {
        "name": "Mimecast",
        "pct": 0.79
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.72
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.67
      },
      {
        "name": "Proofpoint",
        "pct": 0.66
      },
      {
        "name": "Rackspace Email",
        "pct": 0.62
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.59
      },
      {
        "name": "OVH Mail",
        "pct": 0.57
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.51
      },
      {
        "name": "Hostinger",
        "pct": 0.51
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.48
      },
      {
        "name": "Reg.ru",
        "pct": 0.4
      },
      {
        "name": "Barracuda",
        "pct": 0.35
      },
      {
        "name": "DreamHost",
        "pct": 0.31
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.29
      },
      {
        "name": "NIC.RU Mail",
        "pct": 0.27
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.25
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.26
      },
      {
        "name": "Mandrill",
        "pct": 3.15
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.89
      },
      {
        "name": "Zendesk",
        "pct": 2.32
      },
      {
        "name": "Mailgun",
        "pct": 2.28
      },
      {
        "name": "Amazon SES",
        "pct": 1.99
      },
      {
        "name": "MailChannels",
        "pct": 1.79
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.24
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "Mimecast",
        "pct": 0.89
      },
      {
        "name": "Salesforce",
        "pct": 0.72
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.7
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.55
      },
      {
        "name": "Elastic Email",
        "pct": 0.52
      },
      {
        "name": "SendPulse",
        "pct": 0.5
      },
      {
        "name": "Postmark",
        "pct": 0.39
      },
      {
        "name": "SparkPost",
        "pct": 0.35
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.34
      },
      {
        "name": "Help Scout",
        "pct": 0.34
      },
      {
        "name": "MailHostBox",
        "pct": 0.32
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.22
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.22
      },
      {
        "name": "MailerSend",
        "pct": 0.21
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.21
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.19
      },
      {
        "name": "SMTP2GO",
        "pct": 0.18
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.17
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.75
      },
      {
        "name": "Shopify",
        "pct": 0.3
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.23
      },
      {
        "name": "BigCommerce",
        "pct": 0.22
      },
      {
        "name": "Trustpilot",
        "pct": 0.16
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.14
      },
      {
        "name": "Qualtrics",
        "pct": 0.13
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.1
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.1
      },
      {
        "name": "KnowBe4",
        "pct": 0.08
      },
      {
        "name": "RetailCRM",
        "pct": 0.07
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.07
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.06
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "Squarespace",
        "pct": 0.05
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 780292,
      "max": 780292
    }
  },
  {
    "date": "2020-04-01",
    "file": "2020-04-01.html",
    "domains_with_mx": 859917,
    "domains_with_spf": 639926,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 37.0
      },
      {
        "name": "Google Workspace",
        "pct": 19.33
      },
      {
        "name": "Microsoft 365",
        "pct": 7.75
      },
      {
        "name": "Unknown / Other",
        "pct": 6.82
      },
      {
        "name": "Yandex 360",
        "pct": 4.13
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.16
      },
      {
        "name": "GoDaddy",
        "pct": 2.44
      },
      {
        "name": "Zoho Mail",
        "pct": 1.44
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.36
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.98
      },
      {
        "name": "Beget (RU)",
        "pct": 0.92
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.88
      },
      {
        "name": "Mimecast",
        "pct": 0.84
      },
      {
        "name": "Proofpoint",
        "pct": 0.69
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.68
      },
      {
        "name": "Rackspace Email",
        "pct": 0.67
      },
      {
        "name": "OVH Mail",
        "pct": 0.57
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.54
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.52
      },
      {
        "name": "Hostinger",
        "pct": 0.52
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.52
      },
      {
        "name": "Barracuda",
        "pct": 0.42
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.38
      },
      {
        "name": "DreamHost",
        "pct": 0.33
      },
      {
        "name": "Reg.ru",
        "pct": 0.32
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.3
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.27
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.27
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.27
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.62
      },
      {
        "name": "Mandrill",
        "pct": 3.23
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.07
      },
      {
        "name": "Zendesk",
        "pct": 2.44
      },
      {
        "name": "Mailgun",
        "pct": 2.4
      },
      {
        "name": "Amazon SES",
        "pct": 2.05
      },
      {
        "name": "MailChannels",
        "pct": 1.85
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.4
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.25
      },
      {
        "name": "Mimecast",
        "pct": 0.94
      },
      {
        "name": "Salesforce",
        "pct": 0.77
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.69
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.56
      },
      {
        "name": "Elastic Email",
        "pct": 0.51
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.45
      },
      {
        "name": "SendPulse",
        "pct": 0.43
      },
      {
        "name": "Postmark",
        "pct": 0.41
      },
      {
        "name": "Help Scout",
        "pct": 0.35
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.35
      },
      {
        "name": "SparkPost",
        "pct": 0.34
      },
      {
        "name": "MailHostBox",
        "pct": 0.29
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.26
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.24
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.24
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.24
      },
      {
        "name": "MailerSend",
        "pct": 0.22
      },
      {
        "name": "Freshdesk",
        "pct": 0.22
      },
      {
        "name": "Constant Contact",
        "pct": 0.22
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.19
      },
      {
        "name": "SMTP2GO",
        "pct": 0.19
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.82
      },
      {
        "name": "Shopify",
        "pct": 0.37
      },
      {
        "name": "BigCommerce",
        "pct": 0.28
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.23
      },
      {
        "name": "Trustpilot",
        "pct": 0.16
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.16
      },
      {
        "name": "Qualtrics",
        "pct": 0.13
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.1
      },
      {
        "name": "KnowBe4",
        "pct": 0.1
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.08
      },
      {
        "name": "Squarespace",
        "pct": 0.07
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.06
      },
      {
        "name": "RetailCRM",
        "pct": 0.06
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.02
      },
      {
        "name": "HappyFox",
        "pct": 0.01
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 859917,
      "max": 859917
    }
  },
  {
    "date": "2020-05-01",
    "file": "2020-05-01.html",
    "domains_with_mx": 965680,
    "domains_with_spf": 721262,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 37.12
      },
      {
        "name": "Google Workspace",
        "pct": 18.71
      },
      {
        "name": "Microsoft 365",
        "pct": 7.57
      },
      {
        "name": "Unknown / Other",
        "pct": 6.59
      },
      {
        "name": "Yandex 360",
        "pct": 4.73
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.11
      },
      {
        "name": "GoDaddy",
        "pct": 2.38
      },
      {
        "name": "Zoho Mail",
        "pct": 1.38
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.3
      },
      {
        "name": "Beget (RU)",
        "pct": 1.19
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.99
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.82
      },
      {
        "name": "Mimecast",
        "pct": 0.8
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.72
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.69
      },
      {
        "name": "Proofpoint",
        "pct": 0.64
      },
      {
        "name": "Rackspace Email",
        "pct": 0.64
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.6
      },
      {
        "name": "OVH Mail",
        "pct": 0.56
      },
      {
        "name": "Hostinger",
        "pct": 0.54
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.51
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.47
      },
      {
        "name": "Reg.ru",
        "pct": 0.41
      },
      {
        "name": "Barracuda",
        "pct": 0.39
      },
      {
        "name": "DreamHost",
        "pct": 0.33
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.28
      },
      {
        "name": "NIC.RU Mail",
        "pct": 0.26
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.26
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.43
      },
      {
        "name": "Mandrill",
        "pct": 3.04
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.86
      },
      {
        "name": "Mailgun",
        "pct": 2.27
      },
      {
        "name": "Zendesk",
        "pct": 2.25
      },
      {
        "name": "Amazon SES",
        "pct": 1.92
      },
      {
        "name": "MailChannels",
        "pct": 1.89
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.43
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "Mimecast",
        "pct": 0.92
      },
      {
        "name": "Salesforce",
        "pct": 0.71
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.7
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.51
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Elastic Email",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.38
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.36
      },
      {
        "name": "Help Scout",
        "pct": 0.34
      },
      {
        "name": "SparkPost",
        "pct": 0.32
      },
      {
        "name": "MailHostBox",
        "pct": 0.29
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.25
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.24
      },
      {
        "name": "MailerSend",
        "pct": 0.23
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.23
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.22
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.2
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.19
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.76
      },
      {
        "name": "Shopify",
        "pct": 0.38
      },
      {
        "name": "BigCommerce",
        "pct": 0.26
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.21
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.15
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.11
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "KnowBe4",
        "pct": 0.09
      },
      {
        "name": "Zendesk",
        "pct": 0.09
      },
      {
        "name": "Squarespace",
        "pct": 0.08
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.07
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.06
      },
      {
        "name": "Greenhouse",
        "pct": 0.05
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      },
      {
        "name": "HappyFox",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 965680,
      "max": 965680
    }
  },
  {
    "date": "2020-06-01",
    "file": "2020-06-01.html",
    "domains_with_mx": 703956,
    "domains_with_spf": 531244,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 40.18
      },
      {
        "name": "Google Workspace",
        "pct": 17.72
      },
      {
        "name": "Microsoft 365",
        "pct": 6.44
      },
      {
        "name": "Unknown / Other",
        "pct": 6.38
      },
      {
        "name": "Yandex 360",
        "pct": 4.86
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.95
      },
      {
        "name": "GoDaddy",
        "pct": 2.14
      },
      {
        "name": "Zoho Mail",
        "pct": 1.51
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.3
      },
      {
        "name": "Beget (RU)",
        "pct": 1.13
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.98
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.94
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.74
      },
      {
        "name": "Mimecast",
        "pct": 0.69
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.66
      },
      {
        "name": "Proofpoint",
        "pct": 0.63
      },
      {
        "name": "Hostinger",
        "pct": 0.62
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.59
      },
      {
        "name": "OVH Mail",
        "pct": 0.58
      },
      {
        "name": "Rackspace Email",
        "pct": 0.56
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.48
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.44
      },
      {
        "name": "Reg.ru",
        "pct": 0.37
      },
      {
        "name": "DreamHost",
        "pct": 0.3
      },
      {
        "name": "Barracuda",
        "pct": 0.29
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.27
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.25
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.25
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.22
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.16
      },
      {
        "name": "Mandrill",
        "pct": 2.95
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.81
      },
      {
        "name": "Zendesk",
        "pct": 2.31
      },
      {
        "name": "Mailgun",
        "pct": 2.19
      },
      {
        "name": "MailChannels",
        "pct": 2.08
      },
      {
        "name": "Amazon SES",
        "pct": 2.04
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.41
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.31
      },
      {
        "name": "Mimecast",
        "pct": 0.75
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.73
      },
      {
        "name": "Salesforce",
        "pct": 0.69
      },
      {
        "name": "Elastic Email",
        "pct": 0.53
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.52
      },
      {
        "name": "SendPulse",
        "pct": 0.5
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.5
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.4
      },
      {
        "name": "Postmark",
        "pct": 0.37
      },
      {
        "name": "Help Scout",
        "pct": 0.35
      },
      {
        "name": "SparkPost",
        "pct": 0.33
      },
      {
        "name": "MailHostBox",
        "pct": 0.32
      },
      {
        "name": "MailerSend",
        "pct": 0.25
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.23
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.22
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.21
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.2
      },
      {
        "name": "Freshdesk",
        "pct": 0.19
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.18
      },
      {
        "name": "SMTP2GO",
        "pct": 0.17
      },
      {
        "name": "Constant Contact",
        "pct": 0.16
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.65
      },
      {
        "name": "Shopify",
        "pct": 0.36
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "Trustpilot",
        "pct": 0.14
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.11
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "Zendesk",
        "pct": 0.09
      },
      {
        "name": "KnowBe4",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.07
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.07
      },
      {
        "name": "Squarespace",
        "pct": 0.06
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.06
      },
      {
        "name": "Greenhouse",
        "pct": 0.05
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.04
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "ConnectWise",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "partial",
    "aggregation": "monthly_medoid",
    "n_days_ok": 0,
    "n_days_total": 1
  },
  {
    "date": "2020-07-01",
    "file": "2020-07-01.html",
    "domains_with_mx": 947188,
    "domains_with_spf": 717066,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 37.22
      },
      {
        "name": "Google Workspace",
        "pct": 19.16
      },
      {
        "name": "Microsoft 365",
        "pct": 7.95
      },
      {
        "name": "Unknown / Other",
        "pct": 6.54
      },
      {
        "name": "Yandex 360",
        "pct": 4.44
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.01
      },
      {
        "name": "GoDaddy",
        "pct": 2.38
      },
      {
        "name": "Zoho Mail",
        "pct": 1.49
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.27
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.03
      },
      {
        "name": "Beget (RU)",
        "pct": 0.96
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.85
      },
      {
        "name": "Mimecast",
        "pct": 0.82
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.77
      },
      {
        "name": "Proofpoint",
        "pct": 0.67
      },
      {
        "name": "Rackspace Email",
        "pct": 0.64
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.61
      },
      {
        "name": "Hostinger",
        "pct": 0.59
      },
      {
        "name": "OVH Mail",
        "pct": 0.55
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.47
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.46
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.41
      },
      {
        "name": "Barracuda",
        "pct": 0.39
      },
      {
        "name": "Reg.ru",
        "pct": 0.34
      },
      {
        "name": "DreamHost",
        "pct": 0.3
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.27
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.27
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.26
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.26
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.44
      },
      {
        "name": "Mandrill",
        "pct": 2.97
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.88
      },
      {
        "name": "Zendesk",
        "pct": 2.22
      },
      {
        "name": "Mailgun",
        "pct": 2.21
      },
      {
        "name": "MailChannels",
        "pct": 2.15
      },
      {
        "name": "Amazon SES",
        "pct": 2.0
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.5
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.19
      },
      {
        "name": "Mimecast",
        "pct": 0.92
      },
      {
        "name": "Salesforce",
        "pct": 0.74
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.71
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.51
      },
      {
        "name": "Elastic Email",
        "pct": 0.51
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.41
      },
      {
        "name": "Postmark",
        "pct": 0.36
      },
      {
        "name": "Help Scout",
        "pct": 0.34
      },
      {
        "name": "MailHostBox",
        "pct": 0.31
      },
      {
        "name": "SparkPost",
        "pct": 0.31
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.25
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.25
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.25
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.24
      },
      {
        "name": "MailerSend",
        "pct": 0.23
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.22
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.2
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.19
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "Shopify",
        "pct": 0.46
      },
      {
        "name": "BigCommerce",
        "pct": 0.26
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.21
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.16
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.11
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.11
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "KnowBe4",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Squarespace",
        "pct": 0.08
      },
      {
        "name": "Zendesk",
        "pct": 0.08
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.07
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.06
      },
      {
        "name": "RetailCRM",
        "pct": 0.06
      },
      {
        "name": "Greenhouse",
        "pct": 0.05
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.01
      },
      {
        "name": "Gorgias",
        "pct": 0.01
      },
      {
        "name": "pair Networks",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 947188,
      "max": 947188
    }
  },
  {
    "date": "2020-08-01",
    "file": "2020-08-01.html",
    "domains_with_mx": 754330,
    "domains_with_spf": 572036,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 35.89
      },
      {
        "name": "Google Workspace",
        "pct": 20.88
      },
      {
        "name": "Microsoft 365",
        "pct": 8.38
      },
      {
        "name": "Unknown / Other",
        "pct": 6.2
      },
      {
        "name": "Yandex 360",
        "pct": 3.72
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.93
      },
      {
        "name": "GoDaddy",
        "pct": 2.51
      },
      {
        "name": "Zoho Mail",
        "pct": 1.58
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.27
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.09
      },
      {
        "name": "Mimecast",
        "pct": 0.92
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.88
      },
      {
        "name": "Proofpoint",
        "pct": 0.77
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.77
      },
      {
        "name": "Beget (RU)",
        "pct": 0.75
      },
      {
        "name": "Rackspace Email",
        "pct": 0.71
      },
      {
        "name": "Hostinger",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.49
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.49
      },
      {
        "name": "OVH Mail",
        "pct": 0.47
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.44
      },
      {
        "name": "Barracuda",
        "pct": 0.41
      },
      {
        "name": "DreamHost",
        "pct": 0.34
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.32
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.3
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.29
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.29
      },
      {
        "name": "Reg.ru",
        "pct": 0.28
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.28
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.84
      },
      {
        "name": "Mandrill",
        "pct": 3.27
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.19
      },
      {
        "name": "Zendesk",
        "pct": 2.5
      },
      {
        "name": "Mailgun",
        "pct": 2.46
      },
      {
        "name": "MailChannels",
        "pct": 2.37
      },
      {
        "name": "Amazon SES",
        "pct": 2.29
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.59
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.22
      },
      {
        "name": "Mimecast",
        "pct": 1.03
      },
      {
        "name": "Salesforce",
        "pct": 0.88
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.73
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.6
      },
      {
        "name": "Elastic Email",
        "pct": 0.54
      },
      {
        "name": "SendPulse",
        "pct": 0.45
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.44
      },
      {
        "name": "Postmark",
        "pct": 0.4
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "SparkPost",
        "pct": 0.35
      },
      {
        "name": "MailHostBox",
        "pct": 0.34
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.28
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.28
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.27
      },
      {
        "name": "MailerSend",
        "pct": 0.27
      },
      {
        "name": "Freshdesk",
        "pct": 0.23
      },
      {
        "name": "Constant Contact",
        "pct": 0.22
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.22
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.2
      },
      {
        "name": "SMTP2GO",
        "pct": 0.2
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.9
      },
      {
        "name": "Shopify",
        "pct": 0.52
      },
      {
        "name": "BigCommerce",
        "pct": 0.28
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.24
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.18
      },
      {
        "name": "Trustpilot",
        "pct": 0.16
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.13
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.13
      },
      {
        "name": "ClickDimensions",
        "pct": 0.12
      },
      {
        "name": "KnowBe4",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.11
      },
      {
        "name": "Squarespace",
        "pct": 0.1
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.09
      },
      {
        "name": "Zendesk",
        "pct": 0.09
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.08
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "RetailCRM",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Gorgias",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.01
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 754330,
      "max": 754330
    }
  },
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    "date": "2020-09-01",
    "file": "2020-09-01.html",
    "domains_with_mx": 768508,
    "domains_with_spf": 586561,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 37.58
      },
      {
        "name": "Google Workspace",
        "pct": 19.43
      },
      {
        "name": "Microsoft 365",
        "pct": 7.86
      },
      {
        "name": "Unknown / Other",
        "pct": 6.32
      },
      {
        "name": "Yandex 360",
        "pct": 4.33
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.9
      },
      {
        "name": "GoDaddy",
        "pct": 2.3
      },
      {
        "name": "Zoho Mail",
        "pct": 1.53
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.29
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.04
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.91
      },
      {
        "name": "Beget (RU)",
        "pct": 0.87
      },
      {
        "name": "Mimecast",
        "pct": 0.85
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.78
      },
      {
        "name": "Proofpoint",
        "pct": 0.7
      },
      {
        "name": "Hostinger",
        "pct": 0.68
      },
      {
        "name": "Rackspace Email",
        "pct": 0.63
      },
      {
        "name": "OVH Mail",
        "pct": 0.55
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.54
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.49
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.44
      },
      {
        "name": "Barracuda",
        "pct": 0.39
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.38
      },
      {
        "name": "Reg.ru",
        "pct": 0.32
      },
      {
        "name": "DreamHost",
        "pct": 0.31
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.29
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.25
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.25
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.47
      },
      {
        "name": "Mandrill",
        "pct": 3.09
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.97
      },
      {
        "name": "MailChannels",
        "pct": 2.45
      },
      {
        "name": "Zendesk",
        "pct": 2.35
      },
      {
        "name": "Mailgun",
        "pct": 2.31
      },
      {
        "name": "Amazon SES",
        "pct": 2.19
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.5
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.25
      },
      {
        "name": "Mimecast",
        "pct": 0.95
      },
      {
        "name": "Salesforce",
        "pct": 0.82
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.74
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Elastic Email",
        "pct": 0.53
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.46
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.45
      },
      {
        "name": "Postmark",
        "pct": 0.37
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "SparkPost",
        "pct": 0.32
      },
      {
        "name": "MailHostBox",
        "pct": 0.3
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.27
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.26
      },
      {
        "name": "MailerSend",
        "pct": 0.26
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.25
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.24
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.2
      },
      {
        "name": "Constant Contact",
        "pct": 0.2
      },
      {
        "name": "SMTP2GO",
        "pct": 0.19
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "Shopify",
        "pct": 0.51
      },
      {
        "name": "BigCommerce",
        "pct": 0.26
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.23
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.17
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.13
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.11
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "KnowBe4",
        "pct": 0.1
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.08
      },
      {
        "name": "Squarespace",
        "pct": 0.08
      },
      {
        "name": "Zendesk",
        "pct": 0.08
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.06
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Gorgias",
        "pct": 0.02
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 768508,
      "max": 768508
    }
  },
  {
    "date": "2020-10-01",
    "file": "2020-10-01.html",
    "domains_with_mx": 618268,
    "domains_with_spf": 476027,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 36.99
      },
      {
        "name": "Google Workspace",
        "pct": 20.25
      },
      {
        "name": "Microsoft 365",
        "pct": 8.24
      },
      {
        "name": "Unknown / Other",
        "pct": 6.25
      },
      {
        "name": "Yandex 360",
        "pct": 4.33
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.8
      },
      {
        "name": "GoDaddy",
        "pct": 2.17
      },
      {
        "name": "Zoho Mail",
        "pct": 1.52
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.17
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.0
      },
      {
        "name": "Mimecast",
        "pct": 0.94
      },
      {
        "name": "Beget (RU)",
        "pct": 0.84
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.84
      },
      {
        "name": "Proofpoint",
        "pct": 0.8
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.74
      },
      {
        "name": "Hostinger",
        "pct": 0.66
      },
      {
        "name": "Rackspace Email",
        "pct": 0.64
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.57
      },
      {
        "name": "OVH Mail",
        "pct": 0.52
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.46
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.45
      },
      {
        "name": "Barracuda",
        "pct": 0.41
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.36
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.3
      },
      {
        "name": "Reg.ru",
        "pct": 0.3
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.27
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.26
      },
      {
        "name": "Symantec MessageLabs",
        "pct": 0.26
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.61
      },
      {
        "name": "Mandrill",
        "pct": 3.29
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.09
      },
      {
        "name": "Zendesk",
        "pct": 2.45
      },
      {
        "name": "Mailgun",
        "pct": 2.44
      },
      {
        "name": "Amazon SES",
        "pct": 2.4
      },
      {
        "name": "MailChannels",
        "pct": 2.38
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.45
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.14
      },
      {
        "name": "Mimecast",
        "pct": 1.03
      },
      {
        "name": "Salesforce",
        "pct": 0.96
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.8
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.61
      },
      {
        "name": "Elastic Email",
        "pct": 0.58
      },
      {
        "name": "SendPulse",
        "pct": 0.52
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.51
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.41
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "SparkPost",
        "pct": 0.33
      },
      {
        "name": "MailHostBox",
        "pct": 0.33
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.3
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.29
      },
      {
        "name": "MailerSend",
        "pct": 0.29
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.25
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "Constant Contact",
        "pct": 0.22
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.22
      },
      {
        "name": "SMTP2GO",
        "pct": 0.19
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.19
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.9
      },
      {
        "name": "Shopify",
        "pct": 0.55
      },
      {
        "name": "BigCommerce",
        "pct": 0.27
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.26
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.18
      },
      {
        "name": "Trustpilot",
        "pct": 0.16
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.14
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.14
      },
      {
        "name": "Qualtrics",
        "pct": 0.14
      },
      {
        "name": "KnowBe4",
        "pct": 0.12
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.11
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.09
      },
      {
        "name": "Squarespace",
        "pct": 0.08
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.08
      },
      {
        "name": "Greenhouse",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Sage Intacct",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Gorgias",
        "pct": 0.02
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.02
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
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    "dmarc_available": false,
    "quality": "partial",
    "aggregation": "monthly_medoid",
    "n_days_ok": 0,
    "n_days_total": 1
  },
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    "date": "2020-11-01",
    "file": "2020-11-01.html",
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    "domains_with_spf": 574865,
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    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
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      {
        "name": "Self-Hosted",
        "pct": 37.9
      },
      {
        "name": "Google Workspace",
        "pct": 19.41
      },
      {
        "name": "Microsoft 365",
        "pct": 7.75
      },
      {
        "name": "Unknown / Other",
        "pct": 6.16
      },
      {
        "name": "Yandex 360",
        "pct": 4.48
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.8
      },
      {
        "name": "GoDaddy",
        "pct": 2.22
      },
      {
        "name": "Zoho Mail",
        "pct": 1.5
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.19
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.04
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.92
      },
      {
        "name": "Beget (RU)",
        "pct": 0.92
      },
      {
        "name": "Mimecast",
        "pct": 0.85
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.76
      },
      {
        "name": "Hostinger",
        "pct": 0.75
      },
      {
        "name": "Proofpoint",
        "pct": 0.72
      },
      {
        "name": "Rackspace Email",
        "pct": 0.6
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "OVH Mail",
        "pct": 0.54
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.5
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.45
      },
      {
        "name": "Barracuda",
        "pct": 0.38
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.37
      },
      {
        "name": "Reg.ru",
        "pct": 0.34
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.3
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.24
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.24
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.24
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.22
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.3
      },
      {
        "name": "Mandrill",
        "pct": 3.02
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.88
      },
      {
        "name": "MailChannels",
        "pct": 2.51
      },
      {
        "name": "Zendesk",
        "pct": 2.27
      },
      {
        "name": "Mailgun",
        "pct": 2.27
      },
      {
        "name": "Amazon SES",
        "pct": 2.22
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.52
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.25
      },
      {
        "name": "Mimecast",
        "pct": 0.93
      },
      {
        "name": "Salesforce",
        "pct": 0.83
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.76
      },
      {
        "name": "Elastic Email",
        "pct": 0.56
      },
      {
        "name": "SendPulse",
        "pct": 0.52
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.51
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.5
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.5
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Postmark",
        "pct": 0.37
      },
      {
        "name": "MailHostBox",
        "pct": 0.33
      },
      {
        "name": "SparkPost",
        "pct": 0.3
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.29
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.28
      },
      {
        "name": "MailerSend",
        "pct": 0.28
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.24
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.22
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.2
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.19
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.18
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "Shopify",
        "pct": 0.54
      },
      {
        "name": "BigCommerce",
        "pct": 0.23
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.23
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.16
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.12
      },
      {
        "name": "KnowBe4",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.09
      },
      {
        "name": "Zendesk",
        "pct": 0.08
      },
      {
        "name": "Squarespace",
        "pct": 0.08
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.05
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "Gorgias",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.02
      },
      {
        "name": "pair Networks",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
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    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 748490,
      "max": 748490
    }
  },
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    "date": "2020-12-01",
    "file": "2020-12-01.html",
    "domains_with_mx": 814029,
    "domains_with_spf": 629118,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 37.96
      },
      {
        "name": "Google Workspace",
        "pct": 19.13
      },
      {
        "name": "Microsoft 365",
        "pct": 7.96
      },
      {
        "name": "Unknown / Other",
        "pct": 6.13
      },
      {
        "name": "Yandex 360",
        "pct": 4.51
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.78
      },
      {
        "name": "GoDaddy",
        "pct": 2.08
      },
      {
        "name": "Zoho Mail",
        "pct": 1.45
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.19
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.01
      },
      {
        "name": "Beget (RU)",
        "pct": 0.96
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.95
      },
      {
        "name": "Mimecast",
        "pct": 0.84
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.76
      },
      {
        "name": "Hostinger",
        "pct": 0.74
      },
      {
        "name": "Proofpoint",
        "pct": 0.71
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.61
      },
      {
        "name": "OVH Mail",
        "pct": 0.6
      },
      {
        "name": "Rackspace Email",
        "pct": 0.6
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.53
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.43
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.4
      },
      {
        "name": "Barracuda",
        "pct": 0.38
      },
      {
        "name": "Reg.ru",
        "pct": 0.34
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.31
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.27
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.26
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.24
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.24
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.23
      },
      {
        "name": "Mandrill",
        "pct": 2.97
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.83
      },
      {
        "name": "MailChannels",
        "pct": 2.55
      },
      {
        "name": "Zendesk",
        "pct": 2.31
      },
      {
        "name": "Mailgun",
        "pct": 2.23
      },
      {
        "name": "Amazon SES",
        "pct": 2.19
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.47
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.27
      },
      {
        "name": "Mimecast",
        "pct": 0.91
      },
      {
        "name": "Salesforce",
        "pct": 0.83
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.78
      },
      {
        "name": "SendPulse",
        "pct": 0.54
      },
      {
        "name": "Elastic Email",
        "pct": 0.53
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.52
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.5
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.49
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Postmark",
        "pct": 0.35
      },
      {
        "name": "SparkPost",
        "pct": 0.29
      },
      {
        "name": "MailHostBox",
        "pct": 0.29
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.29
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.29
      },
      {
        "name": "MailerSend",
        "pct": 0.28
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.27
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.24
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.21
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.2
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.18
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.76
      },
      {
        "name": "Shopify",
        "pct": 0.59
      },
      {
        "name": "BigCommerce",
        "pct": 0.25
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.21
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.17
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.13
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.12
      },
      {
        "name": "KnowBe4",
        "pct": 0.11
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.09
      },
      {
        "name": "Squarespace",
        "pct": 0.08
      },
      {
        "name": "Zendesk",
        "pct": 0.08
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.05
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Gorgias",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "HappyFox",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 814029,
      "max": 814029
    }
  },
  {
    "date": "2021-01-01",
    "file": "2021-01-01.html",
    "domains_with_mx": 714286,
    "domains_with_spf": 554817,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 38.9
      },
      {
        "name": "Google Workspace",
        "pct": 19.64
      },
      {
        "name": "Microsoft 365",
        "pct": 7.91
      },
      {
        "name": "Unknown / Other",
        "pct": 6.16
      },
      {
        "name": "Yandex 360",
        "pct": 3.77
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.63
      },
      {
        "name": "GoDaddy",
        "pct": 2.24
      },
      {
        "name": "Zoho Mail",
        "pct": 1.59
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.16
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.04
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "Hostinger",
        "pct": 0.88
      },
      {
        "name": "Mimecast",
        "pct": 0.83
      },
      {
        "name": "Proofpoint",
        "pct": 0.75
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.75
      },
      {
        "name": "Beget (RU)",
        "pct": 0.65
      },
      {
        "name": "Rackspace Email",
        "pct": 0.62
      },
      {
        "name": "OVH Mail",
        "pct": 0.55
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.48
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.41
      },
      {
        "name": "Barracuda",
        "pct": 0.39
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.34
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.3
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.28
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.28
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.25
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.25
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.25
      },
      {
        "name": "Reg.ru",
        "pct": 0.24
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.11
      },
      {
        "name": "Mandrill",
        "pct": 2.98
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.93
      },
      {
        "name": "MailChannels",
        "pct": 2.8
      },
      {
        "name": "Zendesk",
        "pct": 2.36
      },
      {
        "name": "Mailgun",
        "pct": 2.31
      },
      {
        "name": "Amazon SES",
        "pct": 2.25
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.51
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.35
      },
      {
        "name": "Mimecast",
        "pct": 0.9
      },
      {
        "name": "Salesforce",
        "pct": 0.87
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.8
      },
      {
        "name": "Elastic Email",
        "pct": 0.56
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.54
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "SendPulse",
        "pct": 0.44
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.38
      },
      {
        "name": "Postmark",
        "pct": 0.35
      },
      {
        "name": "MailHostBox",
        "pct": 0.34
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.3
      },
      {
        "name": "SparkPost",
        "pct": 0.29
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.29
      },
      {
        "name": "MailerSend",
        "pct": 0.29
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.26
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.24
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.21
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.19
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.77
      },
      {
        "name": "Shopify",
        "pct": 0.57
      },
      {
        "name": "BigCommerce",
        "pct": 0.28
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.22
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.17
      },
      {
        "name": "Trustpilot",
        "pct": 0.16
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.14
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.13
      },
      {
        "name": "KnowBe4",
        "pct": 0.11
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "Squarespace",
        "pct": 0.09
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.09
      },
      {
        "name": "Zendesk",
        "pct": 0.08
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "RetailCRM",
        "pct": 0.05
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.05
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "Gorgias",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "HappyFox",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 714286,
      "max": 714286
    }
  },
  {
    "date": "2021-02-01",
    "file": "2021-02-01.html",
    "domains_with_mx": 430383,
    "domains_with_spf": 339425,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 39.87
      },
      {
        "name": "Google Workspace",
        "pct": 19.51
      },
      {
        "name": "Microsoft 365",
        "pct": 7.18
      },
      {
        "name": "Unknown / Other",
        "pct": 5.91
      },
      {
        "name": "Yandex 360",
        "pct": 4.39
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.44
      },
      {
        "name": "GoDaddy",
        "pct": 1.93
      },
      {
        "name": "Zoho Mail",
        "pct": 1.58
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.15
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Hostinger",
        "pct": 0.95
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.95
      },
      {
        "name": "Beget (RU)",
        "pct": 0.84
      },
      {
        "name": "Mimecast",
        "pct": 0.82
      },
      {
        "name": "Proofpoint",
        "pct": 0.8
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.59
      },
      {
        "name": "Rackspace Email",
        "pct": 0.58
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.52
      },
      {
        "name": "OVH Mail",
        "pct": 0.51
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.43
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.42
      },
      {
        "name": "Barracuda",
        "pct": 0.33
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.32
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.31
      },
      {
        "name": "Reg.ru",
        "pct": 0.29
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.29
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.26
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.26
      },
      {
        "name": "MailHostBox",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.16
      },
      {
        "name": "Mandrill",
        "pct": 3.14
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.03
      },
      {
        "name": "MailChannels",
        "pct": 2.85
      },
      {
        "name": "Amazon SES",
        "pct": 2.57
      },
      {
        "name": "Zendesk",
        "pct": 2.53
      },
      {
        "name": "Mailgun",
        "pct": 2.41
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.38
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.34
      },
      {
        "name": "Salesforce",
        "pct": 0.95
      },
      {
        "name": "Mimecast",
        "pct": 0.88
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.81
      },
      {
        "name": "Elastic Email",
        "pct": 0.63
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.59
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.58
      },
      {
        "name": "SendPulse",
        "pct": 0.55
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.49
      },
      {
        "name": "Help Scout",
        "pct": 0.42
      },
      {
        "name": "Postmark",
        "pct": 0.4
      },
      {
        "name": "MailerSend",
        "pct": 0.34
      },
      {
        "name": "MailHostBox",
        "pct": 0.34
      },
      {
        "name": "SparkPost",
        "pct": 0.33
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.31
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.28
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.27
      },
      {
        "name": "Freshdesk",
        "pct": 0.23
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.21
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.19
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.18
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.76
      },
      {
        "name": "Shopify",
        "pct": 0.52
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.27
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Trustpilot",
        "pct": 0.17
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.15
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.15
      },
      {
        "name": "Qualtrics",
        "pct": 0.14
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.12
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.12
      },
      {
        "name": "KnowBe4",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.09
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "Squarespace",
        "pct": 0.08
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.07
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.05
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.04
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.04
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.03
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "Gorgias",
        "pct": 0.02
      },
      {
        "name": "Sage Intacct",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Chargebee",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "partial",
    "aggregation": "monthly_medoid",
    "n_days_ok": 0,
    "n_days_total": 1
  },
  {
    "date": "2021-03-01",
    "file": "2021-03-01.html",
    "domains_with_mx": 646458,
    "domains_with_spf": 507824,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 39.84
      },
      {
        "name": "Google Workspace",
        "pct": 18.81
      },
      {
        "name": "Microsoft 365",
        "pct": 7.34
      },
      {
        "name": "Unknown / Other",
        "pct": 5.98
      },
      {
        "name": "Yandex 360",
        "pct": 4.41
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.59
      },
      {
        "name": "GoDaddy",
        "pct": 1.96
      },
      {
        "name": "Zoho Mail",
        "pct": 1.53
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.14
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.07
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.98
      },
      {
        "name": "Hostinger",
        "pct": 0.97
      },
      {
        "name": "Beget (RU)",
        "pct": 0.92
      },
      {
        "name": "Mimecast",
        "pct": 0.79
      },
      {
        "name": "Proofpoint",
        "pct": 0.74
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.63
      },
      {
        "name": "Rackspace Email",
        "pct": 0.56
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.55
      },
      {
        "name": "OVH Mail",
        "pct": 0.54
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.47
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.39
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.35
      },
      {
        "name": "Barracuda",
        "pct": 0.34
      },
      {
        "name": "Reg.ru",
        "pct": 0.31
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.3
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.3
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.28
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.25
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.23
      },
      {
        "name": "MailHostBox",
        "pct": 0.21
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 3.92
      },
      {
        "name": "MailChannels",
        "pct": 2.94
      },
      {
        "name": "Mandrill",
        "pct": 2.9
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.76
      },
      {
        "name": "Amazon SES",
        "pct": 2.33
      },
      {
        "name": "Zendesk",
        "pct": 2.29
      },
      {
        "name": "Mailgun",
        "pct": 2.26
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.4
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.4
      },
      {
        "name": "Salesforce",
        "pct": 0.88
      },
      {
        "name": "Mimecast",
        "pct": 0.84
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.78
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.57
      },
      {
        "name": "Elastic Email",
        "pct": 0.56
      },
      {
        "name": "SendPulse",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.5
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.49
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Postmark",
        "pct": 0.34
      },
      {
        "name": "MailerSend",
        "pct": 0.32
      },
      {
        "name": "MailHostBox",
        "pct": 0.32
      },
      {
        "name": "SparkPost",
        "pct": 0.3
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.29
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.29
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.28
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.22
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.21
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.2
      },
      {
        "name": "Constant Contact",
        "pct": 0.19
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.72
      },
      {
        "name": "Shopify",
        "pct": 0.54
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.22
      },
      {
        "name": "BigCommerce",
        "pct": 0.22
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.16
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.14
      },
      {
        "name": "Trustpilot",
        "pct": 0.14
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.12
      },
      {
        "name": "KnowBe4",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "Zendesk",
        "pct": 0.08
      },
      {
        "name": "Squarespace",
        "pct": 0.07
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.04
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.04
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "Gorgias",
        "pct": 0.03
      },
      {
        "name": "Sage Intacct",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "HappyFox",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 646458,
      "max": 646458
    }
  },
  {
    "date": "2021-04-01",
    "file": "2021-04-01.html",
    "domains_with_mx": 792560,
    "domains_with_spf": 621808,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 35.04
      },
      {
        "name": "Google Workspace",
        "pct": 20.93
      },
      {
        "name": "Microsoft 365",
        "pct": 9.21
      },
      {
        "name": "Unknown / Other",
        "pct": 6.18
      },
      {
        "name": "Yandex 360",
        "pct": 4.31
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.64
      },
      {
        "name": "GoDaddy",
        "pct": 2.13
      },
      {
        "name": "Zoho Mail",
        "pct": 1.49
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.11
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.01
      },
      {
        "name": "Mimecast",
        "pct": 0.98
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.96
      },
      {
        "name": "Hostinger",
        "pct": 0.92
      },
      {
        "name": "Beget (RU)",
        "pct": 0.81
      },
      {
        "name": "Proofpoint",
        "pct": 0.78
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.74
      },
      {
        "name": "Rackspace Email",
        "pct": 0.64
      },
      {
        "name": "OVH Mail",
        "pct": 0.55
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.55
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.46
      },
      {
        "name": "Barracuda",
        "pct": 0.46
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.4
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.33
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.32
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.31
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.31
      },
      {
        "name": "Reg.ru",
        "pct": 0.3
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.29
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.25
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.3
      },
      {
        "name": "Mandrill",
        "pct": 3.13
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.01
      },
      {
        "name": "MailChannels",
        "pct": 2.43
      },
      {
        "name": "Mailgun",
        "pct": 2.4
      },
      {
        "name": "Amazon SES",
        "pct": 2.39
      },
      {
        "name": "Zendesk",
        "pct": 2.38
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.48
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.26
      },
      {
        "name": "Mimecast",
        "pct": 1.08
      },
      {
        "name": "Salesforce",
        "pct": 0.99
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.82
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.61
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.57
      },
      {
        "name": "Elastic Email",
        "pct": 0.56
      },
      {
        "name": "SendPulse",
        "pct": 0.53
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.47
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.37
      },
      {
        "name": "Postmark",
        "pct": 0.35
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.34
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.33
      },
      {
        "name": "MailerSend",
        "pct": 0.32
      },
      {
        "name": "MailHostBox",
        "pct": 0.3
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.3
      },
      {
        "name": "SparkPost",
        "pct": 0.3
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.26
      },
      {
        "name": "Constant Contact",
        "pct": 0.24
      },
      {
        "name": "Freshdesk",
        "pct": 0.22
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.2
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.88
      },
      {
        "name": "Shopify",
        "pct": 0.7
      },
      {
        "name": "BigCommerce",
        "pct": 0.27
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.24
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.21
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.16
      },
      {
        "name": "Trustpilot",
        "pct": 0.16
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.14
      },
      {
        "name": "KnowBe4",
        "pct": 0.14
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "Squarespace",
        "pct": 0.11
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.08
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.06
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.06
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.04
      },
      {
        "name": "Gorgias",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.04
      },
      {
        "name": "Sage Intacct",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
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    "quality": "ok",
    "aggregation": "monthly_medoid",
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      "max": 792560
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  },
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    "date": "2021-05-01",
    "file": "2021-05-01.html",
    "domains_with_mx": 788324,
    "domains_with_spf": 620170,
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    "dmarc_enforced_pct": 0,
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      {
        "name": "Self-Hosted",
        "pct": 34.77
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      {
        "name": "Google Workspace",
        "pct": 21.37
      },
      {
        "name": "Microsoft 365",
        "pct": 9.4
      },
      {
        "name": "Unknown / Other",
        "pct": 6.07
      },
      {
        "name": "Yandex 360",
        "pct": 4.03
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.59
      },
      {
        "name": "GoDaddy",
        "pct": 2.16
      },
      {
        "name": "Zoho Mail",
        "pct": 1.47
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.07
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.05
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.99
      },
      {
        "name": "Mimecast",
        "pct": 0.99
      },
      {
        "name": "Hostinger",
        "pct": 0.95
      },
      {
        "name": "Proofpoint",
        "pct": 0.8
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.79
      },
      {
        "name": "Beget (RU)",
        "pct": 0.77
      },
      {
        "name": "Rackspace Email",
        "pct": 0.66
      },
      {
        "name": "OVH Mail",
        "pct": 0.55
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.5
      },
      {
        "name": "Barracuda",
        "pct": 0.47
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.43
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.4
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.34
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.33
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.32
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.31
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.3
      },
      {
        "name": "Reg.ru",
        "pct": 0.28
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.26
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.35
      },
      {
        "name": "Mandrill",
        "pct": 3.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.05
      },
      {
        "name": "Amazon SES",
        "pct": 2.46
      },
      {
        "name": "Zendesk",
        "pct": 2.45
      },
      {
        "name": "Mailgun",
        "pct": 2.44
      },
      {
        "name": "MailChannels",
        "pct": 2.42
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.53
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.31
      },
      {
        "name": "Mimecast",
        "pct": 1.09
      },
      {
        "name": "Salesforce",
        "pct": 1.02
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.84
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.66
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.56
      },
      {
        "name": "Elastic Email",
        "pct": 0.56
      },
      {
        "name": "SendPulse",
        "pct": 0.51
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.44
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "Postmark",
        "pct": 0.36
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.35
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.35
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.34
      },
      {
        "name": "MailerSend",
        "pct": 0.33
      },
      {
        "name": "SparkPost",
        "pct": 0.31
      },
      {
        "name": "MailHostBox",
        "pct": 0.3
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.3
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.28
      },
      {
        "name": "Constant Contact",
        "pct": 0.25
      },
      {
        "name": "Freshdesk",
        "pct": 0.22
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.19
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.9
      },
      {
        "name": "Shopify",
        "pct": 0.75
      },
      {
        "name": "BigCommerce",
        "pct": 0.35
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.24
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.21
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.16
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "KnowBe4",
        "pct": 0.14
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.14
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "Squarespace",
        "pct": 0.12
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.11
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.08
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.06
      },
      {
        "name": "RetailCRM",
        "pct": 0.06
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "Gorgias",
        "pct": 0.04
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.04
      },
      {
        "name": "Sage Intacct",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 788324,
      "max": 788324
    }
  },
  {
    "date": "2021-06-01",
    "file": "2021-06-01.html",
    "domains_with_mx": 660453,
    "domains_with_spf": 523956,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 38.37
      },
      {
        "name": "Google Workspace",
        "pct": 19.58
      },
      {
        "name": "Microsoft 365",
        "pct": 8.13
      },
      {
        "name": "Unknown / Other",
        "pct": 6.0
      },
      {
        "name": "Yandex 360",
        "pct": 4.24
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.57
      },
      {
        "name": "GoDaddy",
        "pct": 1.87
      },
      {
        "name": "Zoho Mail",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.14
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.08
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.07
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.97
      },
      {
        "name": "Mimecast",
        "pct": 0.82
      },
      {
        "name": "Beget (RU)",
        "pct": 0.81
      },
      {
        "name": "Proofpoint",
        "pct": 0.73
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.68
      },
      {
        "name": "OVH Mail",
        "pct": 0.56
      },
      {
        "name": "Rackspace Email",
        "pct": 0.55
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.52
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.44
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.42
      },
      {
        "name": "Barracuda",
        "pct": 0.34
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.33
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.32
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.32
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.31
      },
      {
        "name": "Reg.ru",
        "pct": 0.29
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.25
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.23
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.22
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 3.85
      },
      {
        "name": "Mandrill",
        "pct": 2.96
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.81
      },
      {
        "name": "MailChannels",
        "pct": 2.48
      },
      {
        "name": "Amazon SES",
        "pct": 2.43
      },
      {
        "name": "Zendesk",
        "pct": 2.34
      },
      {
        "name": "Mailgun",
        "pct": 2.31
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.38
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.38
      },
      {
        "name": "Salesforce",
        "pct": 0.93
      },
      {
        "name": "Mimecast",
        "pct": 0.89
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.84
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.69
      },
      {
        "name": "Elastic Email",
        "pct": 0.6
      },
      {
        "name": "SendPulse",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.49
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.46
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.37
      },
      {
        "name": "MailerSend",
        "pct": 0.34
      },
      {
        "name": "Postmark",
        "pct": 0.33
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.31
      },
      {
        "name": "MailHostBox",
        "pct": 0.31
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.3
      },
      {
        "name": "SparkPost",
        "pct": 0.29
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.26
      },
      {
        "name": "Freshdesk",
        "pct": 0.21
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.21
      },
      {
        "name": "Constant Contact",
        "pct": 0.19
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.18
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.75
      },
      {
        "name": "Shopify",
        "pct": 0.61
      },
      {
        "name": "BigCommerce",
        "pct": 0.25
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.23
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.19
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.16
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.12
      },
      {
        "name": "KnowBe4",
        "pct": 0.11
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Squarespace",
        "pct": 0.08
      },
      {
        "name": "Zendesk",
        "pct": 0.07
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "RetailCRM",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.05
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.04
      },
      {
        "name": "Gorgias",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "Sage Intacct",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 660453,
      "max": 660453
    }
  },
  {
    "date": "2021-07-01",
    "file": "2021-07-01.html",
    "domains_with_mx": 728817,
    "domains_with_spf": 579133,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 34.87
      },
      {
        "name": "Google Workspace",
        "pct": 21.6
      },
      {
        "name": "Microsoft 365",
        "pct": 9.68
      },
      {
        "name": "Unknown / Other",
        "pct": 6.09
      },
      {
        "name": "Yandex 360",
        "pct": 3.85
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.5
      },
      {
        "name": "GoDaddy",
        "pct": 2.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.48
      },
      {
        "name": "Hostinger",
        "pct": 1.08
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.05
      },
      {
        "name": "Mimecast",
        "pct": 1.04
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.02
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.96
      },
      {
        "name": "Proofpoint",
        "pct": 0.86
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.73
      },
      {
        "name": "Beget (RU)",
        "pct": 0.67
      },
      {
        "name": "Rackspace Email",
        "pct": 0.65
      },
      {
        "name": "OVH Mail",
        "pct": 0.5
      },
      {
        "name": "Barracuda",
        "pct": 0.48
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.45
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.42
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.38
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.34
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.33
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.31
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.31
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.27
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.26
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.24
      },
      {
        "name": "Reg.ru",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.25
      },
      {
        "name": "Mandrill",
        "pct": 3.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.09
      },
      {
        "name": "Amazon SES",
        "pct": 2.6
      },
      {
        "name": "Zendesk",
        "pct": 2.54
      },
      {
        "name": "Mailgun",
        "pct": 2.49
      },
      {
        "name": "MailChannels",
        "pct": 2.38
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.42
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.32
      },
      {
        "name": "Mimecast",
        "pct": 1.14
      },
      {
        "name": "Salesforce",
        "pct": 1.1
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.85
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.72
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.57
      },
      {
        "name": "Elastic Email",
        "pct": 0.57
      },
      {
        "name": "SendPulse",
        "pct": 0.49
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.41
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.38
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.37
      },
      {
        "name": "Postmark",
        "pct": 0.36
      },
      {
        "name": "MailerSend",
        "pct": 0.34
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.34
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.32
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.32
      },
      {
        "name": "MailHostBox",
        "pct": 0.31
      },
      {
        "name": "SparkPost",
        "pct": 0.3
      },
      {
        "name": "Constant Contact",
        "pct": 0.26
      },
      {
        "name": "Freshdesk",
        "pct": 0.22
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.2
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.95
      },
      {
        "name": "Shopify",
        "pct": 0.78
      },
      {
        "name": "BigCommerce",
        "pct": 0.33
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.25
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.23
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.17
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "KnowBe4",
        "pct": 0.15
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.15
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "Squarespace",
        "pct": 0.11
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.08
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.07
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.06
      },
      {
        "name": "RetailCRM",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "Gorgias",
        "pct": 0.05
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.04
      },
      {
        "name": "Sage Intacct",
        "pct": 0.04
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.02
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 728817,
      "max": 728817
    }
  },
  {
    "date": "2021-08-01",
    "file": "2021-08-01.html",
    "domains_with_mx": 619384,
    "domains_with_spf": 493457,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 35.94
      },
      {
        "name": "Google Workspace",
        "pct": 21.46
      },
      {
        "name": "Microsoft 365",
        "pct": 8.89
      },
      {
        "name": "Unknown / Other",
        "pct": 5.96
      },
      {
        "name": "Yandex 360",
        "pct": 3.71
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.39
      },
      {
        "name": "GoDaddy",
        "pct": 2.04
      },
      {
        "name": "Zoho Mail",
        "pct": 1.61
      },
      {
        "name": "Hostinger",
        "pct": 1.29
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.17
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.0
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.0
      },
      {
        "name": "Mimecast",
        "pct": 0.95
      },
      {
        "name": "Proofpoint",
        "pct": 0.85
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.75
      },
      {
        "name": "Rackspace Email",
        "pct": 0.64
      },
      {
        "name": "Beget (RU)",
        "pct": 0.63
      },
      {
        "name": "OVH Mail",
        "pct": 0.46
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.46
      },
      {
        "name": "Barracuda",
        "pct": 0.43
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.42
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.35
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.35
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.33
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.32
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.3
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.27
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.24
      },
      {
        "name": "MailHostBox",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.09
      },
      {
        "name": "Mandrill",
        "pct": 3.15
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.1
      },
      {
        "name": "Amazon SES",
        "pct": 2.68
      },
      {
        "name": "Zendesk",
        "pct": 2.6
      },
      {
        "name": "Mailgun",
        "pct": 2.5
      },
      {
        "name": "MailChannels",
        "pct": 2.48
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.49
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.47
      },
      {
        "name": "Salesforce",
        "pct": 1.09
      },
      {
        "name": "Mimecast",
        "pct": 1.02
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.84
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.8
      },
      {
        "name": "Elastic Email",
        "pct": 0.61
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.57
      },
      {
        "name": "SendPulse",
        "pct": 0.5
      },
      {
        "name": "Help Scout",
        "pct": 0.43
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.41
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.38
      },
      {
        "name": "MailerSend",
        "pct": 0.37
      },
      {
        "name": "Postmark",
        "pct": 0.36
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.36
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.35
      },
      {
        "name": "MailHostBox",
        "pct": 0.35
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.31
      },
      {
        "name": "SparkPost",
        "pct": 0.3
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.27
      },
      {
        "name": "Freshdesk",
        "pct": 0.23
      },
      {
        "name": "Constant Contact",
        "pct": 0.23
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.19
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.88
      },
      {
        "name": "Shopify",
        "pct": 0.76
      },
      {
        "name": "BigCommerce",
        "pct": 0.28
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.26
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.2
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.19
      },
      {
        "name": "Trustpilot",
        "pct": 0.16
      },
      {
        "name": "KnowBe4",
        "pct": 0.14
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.14
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.11
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "Squarespace",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.08
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.07
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.06
      },
      {
        "name": "Gorgias",
        "pct": 0.05
      },
      {
        "name": "RetailCRM",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Sage Intacct",
        "pct": 0.03
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Chargebee",
        "pct": 0.02
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "partial",
    "aggregation": "monthly_medoid",
    "n_days_ok": 0,
    "n_days_total": 1
  },
  {
    "date": "2021-09-01",
    "file": "2021-09-01.html",
    "domains_with_mx": 788407,
    "domains_with_spf": 628585,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 34.66
      },
      {
        "name": "Google Workspace",
        "pct": 21.88
      },
      {
        "name": "Microsoft 365",
        "pct": 9.78
      },
      {
        "name": "Unknown / Other",
        "pct": 5.99
      },
      {
        "name": "Yandex 360",
        "pct": 3.66
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.45
      },
      {
        "name": "GoDaddy",
        "pct": 2.01
      },
      {
        "name": "Zoho Mail",
        "pct": 1.54
      },
      {
        "name": "Hostinger",
        "pct": 1.16
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.11
      },
      {
        "name": "Mimecast",
        "pct": 1.02
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.01
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.99
      },
      {
        "name": "Proofpoint",
        "pct": 0.82
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.76
      },
      {
        "name": "Rackspace Email",
        "pct": 0.64
      },
      {
        "name": "Beget (RU)",
        "pct": 0.63
      },
      {
        "name": "Barracuda",
        "pct": 0.49
      },
      {
        "name": "OVH Mail",
        "pct": 0.48
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.43
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.43
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.38
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.34
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.34
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.33
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.32
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.26
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.25
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.24
      },
      {
        "name": "Reg.ru",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.08
      },
      {
        "name": "Mandrill",
        "pct": 3.12
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.06
      },
      {
        "name": "Amazon SES",
        "pct": 2.57
      },
      {
        "name": "Mailgun",
        "pct": 2.51
      },
      {
        "name": "Zendesk",
        "pct": 2.48
      },
      {
        "name": "MailChannels",
        "pct": 2.34
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.48
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.42
      },
      {
        "name": "Mimecast",
        "pct": 1.11
      },
      {
        "name": "Salesforce",
        "pct": 1.08
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.86
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.81
      },
      {
        "name": "Elastic Email",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.55
      },
      {
        "name": "SendPulse",
        "pct": 0.5
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.4
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.39
      },
      {
        "name": "MailerSend",
        "pct": 0.38
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.38
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.36
      },
      {
        "name": "Postmark",
        "pct": 0.34
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.33
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.32
      },
      {
        "name": "MailHostBox",
        "pct": 0.3
      },
      {
        "name": "SparkPost",
        "pct": 0.3
      },
      {
        "name": "Constant Contact",
        "pct": 0.27
      },
      {
        "name": "Freshdesk",
        "pct": 0.22
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.2
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.91
      },
      {
        "name": "Shopify",
        "pct": 0.77
      },
      {
        "name": "BigCommerce",
        "pct": 0.31
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.24
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.24
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.18
      },
      {
        "name": "KnowBe4",
        "pct": 0.16
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.14
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.12
      },
      {
        "name": "Squarespace",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Zendesk",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.06
      },
      {
        "name": "RetailCRM",
        "pct": 0.05
      },
      {
        "name": "Gorgias",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "Sage Intacct",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.04
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 788407,
      "max": 788407
    }
  },
  {
    "date": "2021-10-01",
    "file": "2021-10-01.html",
    "domains_with_mx": 794460,
    "domains_with_spf": 633349,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 33.69
      },
      {
        "name": "Google Workspace",
        "pct": 22.26
      },
      {
        "name": "Microsoft 365",
        "pct": 10.02
      },
      {
        "name": "Unknown / Other",
        "pct": 5.85
      },
      {
        "name": "Yandex 360",
        "pct": 3.69
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.46
      },
      {
        "name": "GoDaddy",
        "pct": 2.04
      },
      {
        "name": "Zoho Mail",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.13
      },
      {
        "name": "Mimecast",
        "pct": 1.04
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.01
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.0
      },
      {
        "name": "Proofpoint",
        "pct": 0.84
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.79
      },
      {
        "name": "Beget (RU)",
        "pct": 0.67
      },
      {
        "name": "Rackspace Email",
        "pct": 0.65
      },
      {
        "name": "OVH Mail",
        "pct": 0.49
      },
      {
        "name": "Barracuda",
        "pct": 0.49
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.44
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.37
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.37
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.35
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.34
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.33
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.26
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.26
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.25
      },
      {
        "name": "MailChannels",
        "pct": 0.22
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.11
      },
      {
        "name": "Mandrill",
        "pct": 3.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.06
      },
      {
        "name": "Amazon SES",
        "pct": 2.64
      },
      {
        "name": "Zendesk",
        "pct": 2.51
      },
      {
        "name": "Mailgun",
        "pct": 2.5
      },
      {
        "name": "MailChannels",
        "pct": 2.33
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.51
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.45
      },
      {
        "name": "Mimecast",
        "pct": 1.12
      },
      {
        "name": "Salesforce",
        "pct": 1.11
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.87
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.82
      },
      {
        "name": "Elastic Email",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.56
      },
      {
        "name": "SendPulse",
        "pct": 0.5
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.4
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.4
      },
      {
        "name": "Help Scout",
        "pct": 0.4
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.39
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.38
      },
      {
        "name": "MailerSend",
        "pct": 0.38
      },
      {
        "name": "Postmark",
        "pct": 0.35
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.33
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.33
      },
      {
        "name": "MailHostBox",
        "pct": 0.31
      },
      {
        "name": "SparkPost",
        "pct": 0.29
      },
      {
        "name": "Constant Contact",
        "pct": 0.27
      },
      {
        "name": "Freshdesk",
        "pct": 0.22
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.19
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.95
      },
      {
        "name": "Shopify",
        "pct": 0.8
      },
      {
        "name": "BigCommerce",
        "pct": 0.32
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.24
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.24
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.19
      },
      {
        "name": "KnowBe4",
        "pct": 0.17
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.14
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.13
      },
      {
        "name": "Squarespace",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.11
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Zendesk",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.07
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.06
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "RetailCRM",
        "pct": 0.05
      },
      {
        "name": "Gorgias",
        "pct": 0.05
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.04
      },
      {
        "name": "Sage Intacct",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.04
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.02
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 794460,
      "max": 794460
    }
  },
  {
    "date": "2021-11-01",
    "file": "2021-11-01.html",
    "domains_with_mx": 525808,
    "domains_with_spf": 424311,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 38.42
      },
      {
        "name": "Google Workspace",
        "pct": 20.01
      },
      {
        "name": "Microsoft 365",
        "pct": 8.01
      },
      {
        "name": "Unknown / Other",
        "pct": 5.51
      },
      {
        "name": "Yandex 360",
        "pct": 3.95
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.32
      },
      {
        "name": "GoDaddy",
        "pct": 1.69
      },
      {
        "name": "Zoho Mail",
        "pct": 1.6
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.34
      },
      {
        "name": "Hostinger",
        "pct": 1.31
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.04
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.93
      },
      {
        "name": "Mimecast",
        "pct": 0.87
      },
      {
        "name": "Proofpoint",
        "pct": 0.83
      },
      {
        "name": "Beget (RU)",
        "pct": 0.74
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.62
      },
      {
        "name": "Rackspace Email",
        "pct": 0.56
      },
      {
        "name": "OVH Mail",
        "pct": 0.52
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.46
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.46
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.45
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.41
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.36
      },
      {
        "name": "Barracuda",
        "pct": 0.36
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.33
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.32
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.26
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      },
      {
        "name": "Reg.ru",
        "pct": 0.25
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 3.7
      },
      {
        "name": "Mandrill",
        "pct": 3.05
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 2.91
      },
      {
        "name": "Amazon SES",
        "pct": 2.74
      },
      {
        "name": "Zendesk",
        "pct": 2.54
      },
      {
        "name": "Mailgun",
        "pct": 2.4
      },
      {
        "name": "MailChannels",
        "pct": 2.33
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.68
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.34
      },
      {
        "name": "Salesforce",
        "pct": 1.05
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.93
      },
      {
        "name": "Mimecast",
        "pct": 0.93
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.86
      },
      {
        "name": "Elastic Email",
        "pct": 0.62
      },
      {
        "name": "SendPulse",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "MailerSend",
        "pct": 0.43
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.42
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.42
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.35
      },
      {
        "name": "Postmark",
        "pct": 0.35
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.32
      },
      {
        "name": "MailHostBox",
        "pct": 0.3
      },
      {
        "name": "SparkPost",
        "pct": 0.3
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.29
      },
      {
        "name": "Freshdesk",
        "pct": 0.22
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.22
      },
      {
        "name": "Constant Contact",
        "pct": 0.21
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.2
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.74
      },
      {
        "name": "Shopify",
        "pct": 0.62
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.25
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.19
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.18
      },
      {
        "name": "Trustpilot",
        "pct": 0.16
      },
      {
        "name": "KnowBe4",
        "pct": 0.14
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.12
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "Squarespace",
        "pct": 0.08
      },
      {
        "name": "Zendesk",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.07
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.05
      },
      {
        "name": "RetailCRM",
        "pct": 0.05
      },
      {
        "name": "Gorgias",
        "pct": 0.05
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "Sage Intacct",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "partial",
    "aggregation": "monthly_medoid",
    "n_days_ok": 0,
    "n_days_total": 1
  },
  {
    "date": "2021-12-01",
    "file": "2021-12-01.html",
    "domains_with_mx": 786477,
    "domains_with_spf": 631833,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 33.92
      },
      {
        "name": "Google Workspace",
        "pct": 22.0
      },
      {
        "name": "Microsoft 365",
        "pct": 9.94
      },
      {
        "name": "Unknown / Other",
        "pct": 5.64
      },
      {
        "name": "Yandex 360",
        "pct": 3.86
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.41
      },
      {
        "name": "GoDaddy",
        "pct": 1.86
      },
      {
        "name": "Zoho Mail",
        "pct": 1.54
      },
      {
        "name": "Hostinger",
        "pct": 1.17
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.12
      },
      {
        "name": "Mimecast",
        "pct": 1.02
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.02
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.96
      },
      {
        "name": "Proofpoint",
        "pct": 0.84
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.79
      },
      {
        "name": "Beget (RU)",
        "pct": 0.69
      },
      {
        "name": "Rackspace Email",
        "pct": 0.63
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.51
      },
      {
        "name": "Barracuda",
        "pct": 0.49
      },
      {
        "name": "OVH Mail",
        "pct": 0.48
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.46
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.43
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.41
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.36
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.36
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.35
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.33
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.27
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.26
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 3.98
      },
      {
        "name": "Mandrill",
        "pct": 3.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.03
      },
      {
        "name": "Amazon SES",
        "pct": 2.66
      },
      {
        "name": "Zendesk",
        "pct": 2.54
      },
      {
        "name": "Mailgun",
        "pct": 2.5
      },
      {
        "name": "MailChannels",
        "pct": 2.18
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.46
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.42
      },
      {
        "name": "Salesforce",
        "pct": 1.13
      },
      {
        "name": "Mimecast",
        "pct": 1.11
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.9
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.88
      },
      {
        "name": "Elastic Email",
        "pct": 0.59
      },
      {
        "name": "SendPulse",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.43
      },
      {
        "name": "MailerSend",
        "pct": 0.42
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.4
      },
      {
        "name": "Help Scout",
        "pct": 0.4
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.39
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.37
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.33
      },
      {
        "name": "Postmark",
        "pct": 0.33
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.33
      },
      {
        "name": "MailHostBox",
        "pct": 0.3
      },
      {
        "name": "SparkPost",
        "pct": 0.29
      },
      {
        "name": "Constant Contact",
        "pct": 0.27
      },
      {
        "name": "Freshdesk",
        "pct": 0.23
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.2
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.89
      },
      {
        "name": "Shopify",
        "pct": 0.79
      },
      {
        "name": "BigCommerce",
        "pct": 0.31
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.26
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.24
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.19
      },
      {
        "name": "KnowBe4",
        "pct": 0.18
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.14
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.13
      },
      {
        "name": "Squarespace",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.07
      },
      {
        "name": "Zendesk",
        "pct": 0.07
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.06
      },
      {
        "name": "RetailCRM",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "Gorgias",
        "pct": 0.05
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.04
      },
      {
        "name": "Sage Intacct",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.04
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.02
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 786477,
      "max": 786477
    }
  },
  {
    "date": "2022-01-01",
    "file": "2022-01-01.html",
    "domains_with_mx": 552174,
    "domains_with_spf": 447427,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 35.16
      },
      {
        "name": "Google Workspace",
        "pct": 21.78
      },
      {
        "name": "Microsoft 365",
        "pct": 9.09
      },
      {
        "name": "Unknown / Other",
        "pct": 5.59
      },
      {
        "name": "Yandex 360",
        "pct": 3.54
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.24
      },
      {
        "name": "GoDaddy",
        "pct": 1.86
      },
      {
        "name": "Zoho Mail",
        "pct": 1.68
      },
      {
        "name": "Hostinger",
        "pct": 1.47
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.34
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.05
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.98
      },
      {
        "name": "Mimecast",
        "pct": 0.95
      },
      {
        "name": "Proofpoint",
        "pct": 0.91
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.67
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.65
      },
      {
        "name": "Rackspace Email",
        "pct": 0.63
      },
      {
        "name": "OVH Mail",
        "pct": 0.52
      },
      {
        "name": "Beget (RU)",
        "pct": 0.51
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.5
      },
      {
        "name": "Barracuda",
        "pct": 0.43
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.39
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.35
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.35
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.34
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.3
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.27
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.27
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      },
      {
        "name": "MailHostBox",
        "pct": 0.23
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 3.84
      },
      {
        "name": "Mandrill",
        "pct": 3.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.12
      },
      {
        "name": "Amazon SES",
        "pct": 2.81
      },
      {
        "name": "Zendesk",
        "pct": 2.66
      },
      {
        "name": "Mailgun",
        "pct": 2.54
      },
      {
        "name": "MailChannels",
        "pct": 2.36
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.68
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.45
      },
      {
        "name": "Salesforce",
        "pct": 1.15
      },
      {
        "name": "Mimecast",
        "pct": 1.02
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.97
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.91
      },
      {
        "name": "Elastic Email",
        "pct": 0.65
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "MailerSend",
        "pct": 0.46
      },
      {
        "name": "Help Scout",
        "pct": 0.44
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.43
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.39
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.38
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.36
      },
      {
        "name": "Postmark",
        "pct": 0.35
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.35
      },
      {
        "name": "MailHostBox",
        "pct": 0.35
      },
      {
        "name": "SparkPost",
        "pct": 0.31
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.28
      },
      {
        "name": "Constant Contact",
        "pct": 0.24
      },
      {
        "name": "Freshdesk",
        "pct": 0.23
      },
      {
        "name": "A Random Server (parking)",
        "pct": 0.18
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "Shopify",
        "pct": 0.69
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.26
      },
      {
        "name": "BigCommerce",
        "pct": 0.24
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.22
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.2
      },
      {
        "name": "KnowBe4",
        "pct": 0.17
      },
      {
        "name": "Trustpilot",
        "pct": 0.15
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.13
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.11
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Squarespace",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "Greenhouse",
        "pct": 0.07
      },
      {
        "name": "Zendesk",
        "pct": 0.07
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.06
      },
      {
        "name": "Gorgias",
        "pct": 0.04
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "RetailCRM",
        "pct": 0.04
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.04
      },
      {
        "name": "Sage Intacct",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.02
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.02
      },
      {
        "name": "Recurly",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "partial",
    "aggregation": "monthly_medoid",
    "n_days_ok": 0,
    "n_days_total": 1
  },
  {
    "date": "2022-02-01",
    "file": "2022-02-01.html",
    "domains_with_mx": 569414,
    "domains_with_spf": 464224,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 35.04
      },
      {
        "name": "Google Workspace",
        "pct": 21.44
      },
      {
        "name": "Microsoft 365",
        "pct": 9.55
      },
      {
        "name": "Unknown / Other",
        "pct": 5.39
      },
      {
        "name": "Yandex 360",
        "pct": 3.92
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.21
      },
      {
        "name": "GoDaddy",
        "pct": 1.69
      },
      {
        "name": "Zoho Mail",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.37
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.22
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.06
      },
      {
        "name": "Mimecast",
        "pct": 1.01
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.92
      },
      {
        "name": "Proofpoint",
        "pct": 0.91
      },
      {
        "name": "Beget (RU)",
        "pct": 0.7
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.68
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.66
      },
      {
        "name": "Rackspace Email",
        "pct": 0.62
      },
      {
        "name": "OVH Mail",
        "pct": 0.5
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.48
      },
      {
        "name": "Barracuda",
        "pct": 0.46
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.4
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.36
      },
      {
        "name": "Ukraine.com.ua hosting",
        "pct": 0.36
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.36
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.34
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.33
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.28
      },
      {
        "name": "Timeweb (RU)",
        "pct": 0.26
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 3.94
      },
      {
        "name": "Mandrill",
        "pct": 3.21
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.1
      },
      {
        "name": "Amazon SES",
        "pct": 2.87
      },
      {
        "name": "Zendesk",
        "pct": 2.66
      },
      {
        "name": "Mailgun",
        "pct": 2.55
      },
      {
        "name": "MailChannels",
        "pct": 2.34
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.52
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.36
      },
      {
        "name": "Salesforce",
        "pct": 1.2
      },
      {
        "name": "Mimecast",
        "pct": 1.08
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 0.99
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 0.91
      },
      {
        "name": "Elastic Email",
        "pct": 0.64
      },
      {
        "name": "SendPulse",
        "pct": 0.59
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.57
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.45
      },
      {
        "name": "MailerSend",
        "pct": 0.44
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.43
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.4
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.39
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.35
      },
      {
        "name": "Postmark",
        "pct": 0.34
      },
      {
        "name": "SparkPost",
        "pct": 0.3
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.29
      },
      {
        "name": "MailHostBox",
        "pct": 0.29
      },
      {
        "name": "Constant Contact",
        "pct": 0.24
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.19
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.9
      },
      {
        "name": "Shopify",
        "pct": 0.7
      },
      {
        "name": "BigCommerce",
        "pct": 0.27
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.27
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.25
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.2
      },
      {
        "name": "KnowBe4",
        "pct": 0.19
      },
      {
        "name": "Trustpilot",
        "pct": 0.17
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.15
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.14
      },
      {
        "name": "Qualtrics",
        "pct": 0.12
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "Squarespace",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.08
      },
      {
        "name": "Zendesk",
        "pct": 0.07
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.07
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.06
      },
      {
        "name": "RetailCRM",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "Gorgias",
        "pct": 0.04
      },
      {
        "name": "Sage Intacct",
        "pct": 0.04
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.03
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "Chargebee",
        "pct": 0.02
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.02
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.02
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.02
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "partial",
    "aggregation": "monthly_medoid",
    "n_days_ok": 0,
    "n_days_total": 1
  },
  {
    "date": "2022-03-01",
    "file": "2022-03-01.html",
    "domains_with_mx": 975521,
    "domains_with_spf": 779131,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 31.64
      },
      {
        "name": "Google Workspace",
        "pct": 20.49
      },
      {
        "name": "Microsoft 365",
        "pct": 11.47
      },
      {
        "name": "Unknown / Other",
        "pct": 6.79
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.21
      },
      {
        "name": "Yandex 360",
        "pct": 2.52
      },
      {
        "name": "GoDaddy",
        "pct": 1.74
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.28
      },
      {
        "name": "Zoho Mail",
        "pct": 1.25
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.24
      },
      {
        "name": "Hostinger",
        "pct": 1.03
      },
      {
        "name": "Mimecast",
        "pct": 1.02
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.02
      },
      {
        "name": "OVH Mail",
        "pct": 0.96
      },
      {
        "name": "Proofpoint",
        "pct": 0.87
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.74
      },
      {
        "name": "Rackspace Email",
        "pct": 0.65
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.59
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.55
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.52
      },
      {
        "name": "Beget (RU)",
        "pct": 0.4
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.36
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.34
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.33
      },
      {
        "name": "One.com mailpod",
        "pct": 0.29
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.28
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.27
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.27
      },
      {
        "name": "Gandi Mail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.19
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.8
      },
      {
        "name": "Mandrill",
        "pct": 3.44
      },
      {
        "name": "Zendesk",
        "pct": 3.2
      },
      {
        "name": "Amazon SES",
        "pct": 2.8
      },
      {
        "name": "Mailgun",
        "pct": 2.62
      },
      {
        "name": "MailChannels",
        "pct": 2.09
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.57
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.52
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 1.22
      },
      {
        "name": "Mimecast",
        "pct": 1.11
      },
      {
        "name": "Salesforce",
        "pct": 1.09
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.05
      },
      {
        "name": "Elastic Email",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.47
      },
      {
        "name": "MailerSend",
        "pct": 0.44
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.44
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.4
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.35
      },
      {
        "name": "Postmark",
        "pct": 0.35
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      },
      {
        "name": "Constant Contact",
        "pct": 0.34
      },
      {
        "name": "SendPulse",
        "pct": 0.34
      },
      {
        "name": "SparkPost",
        "pct": 0.32
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.31
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.26
      },
      {
        "name": "Freshdesk",
        "pct": 0.26
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.24
      },
      {
        "name": "MailHostBox",
        "pct": 0.22
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "Shopify",
        "pct": 0.76
      },
      {
        "name": "BigCommerce",
        "pct": 0.31
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.3
      },
      {
        "name": "Trustpilot",
        "pct": 0.25
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.21
      },
      {
        "name": "KnowBe4",
        "pct": 0.19
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.19
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.15
      },
      {
        "name": "Squarespace",
        "pct": 0.13
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "Zendesk",
        "pct": 0.07
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.06
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.06
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.05
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "Gorgias",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.04
      },
      {
        "name": "Sage Intacct",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.03
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 975521,
      "max": 975521
    }
  },
  {
    "date": "2022-04-01",
    "file": "2022-04-01.html",
    "domains_with_mx": 1217939,
    "domains_with_spf": 976244,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 28.68
      },
      {
        "name": "Google Workspace",
        "pct": 21.2
      },
      {
        "name": "Microsoft 365",
        "pct": 13.0
      },
      {
        "name": "Unknown / Other",
        "pct": 7.0
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.33
      },
      {
        "name": "Yandex 360",
        "pct": 2.4
      },
      {
        "name": "GoDaddy",
        "pct": 1.84
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.28
      },
      {
        "name": "Zoho Mail",
        "pct": 1.2
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.12
      },
      {
        "name": "Mimecast",
        "pct": 1.11
      },
      {
        "name": "OVH Mail",
        "pct": 1.08
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.05
      },
      {
        "name": "Hostinger",
        "pct": 0.94
      },
      {
        "name": "Proofpoint",
        "pct": 0.87
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.75
      },
      {
        "name": "Rackspace Email",
        "pct": 0.69
      },
      {
        "name": "Barracuda",
        "pct": 0.62
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.59
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.54
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.51
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.44
      },
      {
        "name": "Beget (RU)",
        "pct": 0.38
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.34
      },
      {
        "name": "One.com mailpod",
        "pct": 0.33
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.31
      },
      {
        "name": "Gandi Mail",
        "pct": 0.29
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.29
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.28
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.25
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.65
      },
      {
        "name": "Mandrill",
        "pct": 3.45
      },
      {
        "name": "Zendesk",
        "pct": 2.91
      },
      {
        "name": "Amazon SES",
        "pct": 2.75
      },
      {
        "name": "Mailgun",
        "pct": 2.63
      },
      {
        "name": "MailChannels",
        "pct": 2.06
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.56
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.43
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 1.3
      },
      {
        "name": "Mimecast",
        "pct": 1.22
      },
      {
        "name": "Salesforce",
        "pct": 1.11
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.06
      },
      {
        "name": "Elastic Email",
        "pct": 0.56
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.45
      },
      {
        "name": "MailerSend",
        "pct": 0.45
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.45
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.45
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.43
      },
      {
        "name": "Constant Contact",
        "pct": 0.4
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.38
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Postmark",
        "pct": 0.34
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.34
      },
      {
        "name": "SendPulse",
        "pct": 0.33
      },
      {
        "name": "SparkPost",
        "pct": 0.31
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.29
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.25
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      },
      {
        "name": "MailHostBox",
        "pct": 0.22
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.84
      },
      {
        "name": "Shopify",
        "pct": 0.71
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.36
      },
      {
        "name": "BigCommerce",
        "pct": 0.32
      },
      {
        "name": "Trustpilot",
        "pct": 0.23
      },
      {
        "name": "KnowBe4",
        "pct": 0.23
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.2
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.18
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.17
      },
      {
        "name": "Squarespace",
        "pct": 0.16
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.13
      },
      {
        "name": "ClickDimensions",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.08
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.07
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.07
      },
      {
        "name": "Zendesk",
        "pct": 0.06
      },
      {
        "name": "ConnectWise",
        "pct": 0.06
      },
      {
        "name": "Greenhouse",
        "pct": 0.05
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.05
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.05
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.04
      },
      {
        "name": "Gorgias",
        "pct": 0.04
      },
      {
        "name": "Sage Intacct",
        "pct": 0.04
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      },
      {
        "name": "Gannett (USA Today)",
        "pct": 0.03
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1217939,
      "max": 1217939
    }
  },
  {
    "date": "2022-05-01",
    "file": "2022-05-01.html",
    "domains_with_mx": 921706,
    "domains_with_spf": 748398,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 30.33
      },
      {
        "name": "Google Workspace",
        "pct": 20.58
      },
      {
        "name": "Microsoft 365",
        "pct": 12.26
      },
      {
        "name": "Unknown / Other",
        "pct": 6.96
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.27
      },
      {
        "name": "Yandex 360",
        "pct": 2.62
      },
      {
        "name": "GoDaddy",
        "pct": 1.58
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.31
      },
      {
        "name": "Zoho Mail",
        "pct": 1.22
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.15
      },
      {
        "name": "Mimecast",
        "pct": 1.09
      },
      {
        "name": "Hostinger",
        "pct": 1.06
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.98
      },
      {
        "name": "Proofpoint",
        "pct": 0.93
      },
      {
        "name": "OVH Mail",
        "pct": 0.88
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.66
      },
      {
        "name": "Rackspace Email",
        "pct": 0.62
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.58
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.55
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "Beget (RU)",
        "pct": 0.42
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.35
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.35
      },
      {
        "name": "One.com mailpod",
        "pct": 0.34
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.32
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.32
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.31
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      },
      {
        "name": "Gandi Mail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.25
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.68
      },
      {
        "name": "Mandrill",
        "pct": 3.54
      },
      {
        "name": "Zendesk",
        "pct": 3.04
      },
      {
        "name": "Amazon SES",
        "pct": 2.98
      },
      {
        "name": "Mailgun",
        "pct": 2.68
      },
      {
        "name": "MailChannels",
        "pct": 2.01
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.45
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.44
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 1.28
      },
      {
        "name": "Mimecast",
        "pct": 1.17
      },
      {
        "name": "Salesforce",
        "pct": 1.17
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.12
      },
      {
        "name": "Elastic Email",
        "pct": 0.6
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.48
      },
      {
        "name": "MailerSend",
        "pct": 0.47
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.47
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.37
      },
      {
        "name": "SendPulse",
        "pct": 0.37
      },
      {
        "name": "Constant Contact",
        "pct": 0.37
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.35
      },
      {
        "name": "Postmark",
        "pct": 0.35
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.34
      },
      {
        "name": "SparkPost",
        "pct": 0.33
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.28
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.27
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 0.26
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "Shopify",
        "pct": 0.72
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.35
      },
      {
        "name": "BigCommerce",
        "pct": 0.3
      },
      {
        "name": "Trustpilot",
        "pct": 0.25
      },
      {
        "name": "KnowBe4",
        "pct": 0.22
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.22
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.19
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.19
      },
      {
        "name": "Squarespace",
        "pct": 0.13
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.13
      },
      {
        "name": "ClickDimensions",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.07
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.07
      },
      {
        "name": "Zendesk",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.05
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.04
      },
      {
        "name": "Gorgias",
        "pct": 0.04
      },
      {
        "name": "Sage Intacct",
        "pct": 0.04
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 921706,
      "max": 921706
    }
  },
  {
    "date": "2022-06-01",
    "file": "2022-06-01.html",
    "domains_with_mx": 1026911,
    "domains_with_spf": 833170,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 30.18
      },
      {
        "name": "Google Workspace",
        "pct": 20.11
      },
      {
        "name": "Microsoft 365",
        "pct": 12.37
      },
      {
        "name": "Unknown / Other",
        "pct": 7.11
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.39
      },
      {
        "name": "Yandex 360",
        "pct": 2.56
      },
      {
        "name": "GoDaddy",
        "pct": 1.49
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.32
      },
      {
        "name": "Zoho Mail",
        "pct": 1.21
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.14
      },
      {
        "name": "Mimecast",
        "pct": 1.03
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.99
      },
      {
        "name": "Hostinger",
        "pct": 0.98
      },
      {
        "name": "OVH Mail",
        "pct": 0.96
      },
      {
        "name": "Proofpoint",
        "pct": 0.86
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.73
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.64
      },
      {
        "name": "Rackspace Email",
        "pct": 0.6
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.57
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.56
      },
      {
        "name": "Barracuda",
        "pct": 0.51
      },
      {
        "name": "Beget (RU)",
        "pct": 0.43
      },
      {
        "name": "One.com mailpod",
        "pct": 0.39
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.34
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.32
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.32
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.3
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.28
      },
      {
        "name": "Gandi Mail",
        "pct": 0.26
      },
      {
        "name": "All-Inkl (DE)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.11
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.49
      },
      {
        "name": "Zendesk",
        "pct": 3.05
      },
      {
        "name": "Amazon SES",
        "pct": 2.86
      },
      {
        "name": "Mailgun",
        "pct": 2.61
      },
      {
        "name": "MailChannels",
        "pct": 1.96
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.45
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.43
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 1.33
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.14
      },
      {
        "name": "Salesforce",
        "pct": 1.11
      },
      {
        "name": "Mimecast",
        "pct": 1.11
      },
      {
        "name": "Elastic Email",
        "pct": 0.6
      },
      {
        "name": "MailerSend",
        "pct": 0.49
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.46
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.37
      },
      {
        "name": "SendPulse",
        "pct": 0.36
      },
      {
        "name": "Constant Contact",
        "pct": 0.34
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      },
      {
        "name": "Postmark",
        "pct": 0.33
      },
      {
        "name": "SparkPost",
        "pct": 0.33
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.33
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 0.3
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.29
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.27
      },
      {
        "name": "Freshdesk",
        "pct": 0.24
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.75
      },
      {
        "name": "Shopify",
        "pct": 0.71
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.34
      },
      {
        "name": "BigCommerce",
        "pct": 0.26
      },
      {
        "name": "Trustpilot",
        "pct": 0.26
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.2
      },
      {
        "name": "KnowBe4",
        "pct": 0.2
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.19
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.18
      },
      {
        "name": "Squarespace",
        "pct": 0.13
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.12
      },
      {
        "name": "ClickDimensions",
        "pct": 0.12
      },
      {
        "name": "Qualtrics",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.08
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.08
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.07
      },
      {
        "name": "Zendesk",
        "pct": 0.06
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.05
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.04
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.04
      },
      {
        "name": "Gorgias",
        "pct": 0.04
      },
      {
        "name": "RetailCRM",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.04
      },
      {
        "name": "Sage Intacct",
        "pct": 0.03
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.03
      },
      {
        "name": "Dixa",
        "pct": 0.03
      },
      {
        "name": "Brightspace (D2L)",
        "pct": 0.03
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 1026911,
      "max": 1026911
    }
  },
  {
    "date": "2022-07-01",
    "file": "2022-07-01.html",
    "domains_with_mx": 968388,
    "domains_with_spf": 789788,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 28.39
      },
      {
        "name": "Google Workspace",
        "pct": 21.08
      },
      {
        "name": "Microsoft 365",
        "pct": 13.43
      },
      {
        "name": "Unknown / Other",
        "pct": 7.11
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 3.4
      },
      {
        "name": "Yandex 360",
        "pct": 2.33
      },
      {
        "name": "GoDaddy",
        "pct": 1.54
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.33
      },
      {
        "name": "Zoho Mail",
        "pct": 1.18
      },
      {
        "name": "Mimecast",
        "pct": 1.17
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.1
      },
      {
        "name": "Proofpoint",
        "pct": 0.99
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.96
      },
      {
        "name": "Hostinger",
        "pct": 0.94
      },
      {
        "name": "OVH Mail",
        "pct": 0.93
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.64
      },
      {
        "name": "Rackspace Email",
        "pct": 0.64
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.63
      },
      {
        "name": "Barracuda",
        "pct": 0.61
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.58
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.55
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.4
      },
      {
        "name": "Beget (RU)",
        "pct": 0.39
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.36
      },
      {
        "name": "One.com mailpod",
        "pct": 0.34
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.31
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.3
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.29
      },
      {
        "name": "Gandi Mail",
        "pct": 0.27
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.29
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.81
      },
      {
        "name": "Mandrill",
        "pct": 3.65
      },
      {
        "name": "Zendesk",
        "pct": 3.14
      },
      {
        "name": "Amazon SES",
        "pct": 3.07
      },
      {
        "name": "Mailgun",
        "pct": 2.76
      },
      {
        "name": "MailChannels",
        "pct": 1.87
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 1.44
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 1.37
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.36
      },
      {
        "name": "Mimecast",
        "pct": 1.25
      },
      {
        "name": "Salesforce",
        "pct": 1.23
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.19
      },
      {
        "name": "Elastic Email",
        "pct": 0.59
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.51
      },
      {
        "name": "MailerSend",
        "pct": 0.5
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.49
      },
      {
        "name": "SpamExperts (AntiSpamCloud)",
        "pct": 0.44
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.42
      },
      {
        "name": "Constant Contact",
        "pct": 0.4
      },
      {
        "name": "Help Scout",
        "pct": 0.4
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.39
      },
      {
        "name": "SendPulse",
        "pct": 0.36
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.36
      },
      {
        "name": "Postmark",
        "pct": 0.35
      },
      {
        "name": "SparkPost",
        "pct": 0.34
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 0.33
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.3
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.28
      },
      {
        "name": "Freshdesk",
        "pct": 0.26
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.86
      },
      {
        "name": "Shopify",
        "pct": 0.71
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.39
      },
      {
        "name": "BigCommerce",
        "pct": 0.27
      },
      {
        "name": "Trustpilot",
        "pct": 0.26
      },
      {
        "name": "KnowBe4",
        "pct": 0.24
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.22
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.22
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.19
      },
      {
        "name": "Squarespace",
        "pct": 0.13
      },
      {
        "name": "ClickDimensions",
        "pct": 0.13
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.13
      },
      {
        "name": "Qualtrics",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.08
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.08
      },
      {
        "name": "Zendesk",
        "pct": 0.07
      },
      {
        "name": "Greenhouse",
        "pct": 0.06
      },
      {
        "name": "Freshsales (Freshworks)",
        "pct": 0.05
      },
      {
        "name": "k.io (workspace)",
        "pct": 0.05
      },
      {
        "name": "ConnectWise",
        "pct": 0.05
      },
      {
        "name": "Sage Intacct",
        "pct": 0.04
      },
      {
        "name": "Umantis (Haufe HR)",
        "pct": 0.04
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.04
      },
      {
        "name": "Gorgias",
        "pct": 0.04
      },
      {
        "name": "SchoolMessenger",
        "pct": 0.04
      },
      {
        "name": "HappyFox",
        "pct": 0.03
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.03
      },
      {
        "name": "RetailCRM",
        "pct": 0.03
      },
      {
        "name": "Dixa",
        "pct": 0.03
      }
    ],
    "list_source": "alexa",
    "classifier_generation": "v2",
    "dmarc_available": false,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 968388,
      "max": 968388
    }
  },
  {
    "date": "2022-08-11",
    "file": "2022-08-11.html",
    "domains_with_mx": 427823,
    "domains_with_spf": 354634,
    "domains_with_dmarc": 0,
    "dmarc_enforced_pct": 0,
    "dmarc_by_policy": {},
    "top_mailbox": [
      {
        "name": "Unknown / Other",
        "pct": 28.54
      },
      {
        "name": "Google Workspace",
        "pct": 19.2
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 16.24
      },
      {
        "name": "Microsoft 365",
        "pct": 12.3
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 8.92
      }
    ],
    "top_esps": [
      {
        "name": "Mailchimp",
        "pct": 4.97
      },
      {
        "name": "Mandrill",
        "pct": 4.19
      },
      {
        "name": "Amazon SES",
        "pct": 4.03
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 3.94
      },
      {
        "name": "Zendesk",
        "pct": 3.31
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 1.35
      },
      {
        "name": "Shopify",
        "pct": 0.63
      },
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        "name": "Trustpilot",
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        "name": "Unknown / Other",
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        "name": "Google Workspace",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Amazon SES",
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        "name": "SendGrid (Twilio)",
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        "name": "Zendesk",
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        "name": "Trustpilot",
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        "name": "Zendesk",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Amazon SES",
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        "name": "Mandrill",
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    "date": "2023-04-01",
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        "name": "Google Workspace",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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    "date": "2023-05-01",
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        "name": "Google Workspace",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Mailchimp",
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        "name": "Amazon SES",
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        "name": "Mandrill",
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        "name": "SendGrid (Twilio)",
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    "date": "2023-06-01",
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        "pct": 28.16
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      {
        "name": "Google Workspace",
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        "name": "Generic / unmatched (mail.*)",
        "pct": 15.11
      },
      {
        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mx*.*)",
        "pct": 9.03
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    ],
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        "name": "Mailchimp",
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        "name": "Amazon SES",
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        "name": "Mandrill",
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      {
        "name": "SendGrid (Twilio)",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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    ],
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    "date": "2023-07-01",
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    "dmarc_enforced_pct": 44.22,
    "dmarc_by_policy": {
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      "invalid": 183
    },
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        "name": "Unknown / Other",
        "pct": 28.19
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      {
        "name": "Google Workspace",
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      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 15.17
      },
      {
        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mx*.*)",
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    ],
    "top_esps": [
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        "name": "Mailchimp",
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      {
        "name": "Amazon SES",
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      {
        "name": "Mandrill",
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      {
        "name": "SendGrid (Twilio)",
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      {
        "name": "Zendesk",
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        "name": "Shopify",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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    "date": "2023-08-01",
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        "name": "Unknown / Other",
        "pct": 28.72
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        "name": "Google Workspace",
        "pct": 19.64
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        "name": "Generic / unmatched (mail.*)",
        "pct": 15.34
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mx*.*)",
        "pct": 9.08
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        "name": "Mailchimp",
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        "name": "Amazon SES",
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        "name": "Mandrill",
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        "name": "SendGrid (Twilio)",
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        "name": "Zendesk",
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        "name": "Shopify",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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        "name": "Google Workspace",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Amazon SES",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "SendGrid (Twilio)",
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        "name": "Zendesk",
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        "name": "Trustpilot",
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        "name": "Google Workspace",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Amazon SES",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "SendGrid (Twilio)",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Mailchimp",
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    "date": "2024-02-01",
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        "name": "Unknown / Other",
        "pct": 28.25
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        "name": "Google Workspace",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Microsoft 365",
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        "name": "Amazon SES",
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        "name": "Mailchimp",
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        "name": "SendGrid (Twilio)",
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        "name": "Mandrill",
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        "name": "Zendesk",
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        "name": "Atlassian (Jira/Confluence)",
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    "date": "2024-03-01",
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        "name": "Unknown / Other",
        "pct": 28.36
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      {
        "name": "Google Workspace",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Amazon SES",
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      {
        "name": "SendGrid (Twilio)",
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      {
        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Zendesk",
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    "date": "2024-04-01",
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        "name": "Unknown / Other",
        "pct": 27.99
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      {
        "name": "Google Workspace",
        "pct": 20.4
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
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      {
        "name": "Generic / unmatched (mx*.*)",
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    ],
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        "name": "Amazon SES",
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      {
        "name": "SendGrid (Twilio)",
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      },
      {
        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Zendesk",
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    ],
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      },
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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      },
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        "name": "Trustpilot",
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    ],
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    "date": "2024-05-01",
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      "quarantine": 69725,
      "invalid": 244
    },
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        "name": "Unknown / Other",
        "pct": 27.61
      },
      {
        "name": "Google Workspace",
        "pct": 20.63
      },
      {
        "name": "Microsoft 365",
        "pct": 14.57
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        "name": "Generic / unmatched (mail.*)",
        "pct": 14.45
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      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 9.11
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    ],
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        "name": "Amazon SES",
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      {
        "name": "SendGrid (Twilio)",
        "pct": 4.57
      },
      {
        "name": "Mailchimp",
        "pct": 4.26
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      {
        "name": "Mandrill",
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      },
      {
        "name": "Zendesk",
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    ],
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        "name": "Pardot (Salesforce)",
        "pct": 1.07
      },
      {
        "name": "Shopify",
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      },
      {
        "name": "KnowBe4",
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      },
      {
        "name": "Atlassian (Jira/Confluence)",
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      },
      {
        "name": "Trustpilot",
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      }
    ],
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    "dmarc_available": true,
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    "date": "2024-06-01",
    "file": "2024-06-01.html",
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    "dmarc_enforced_pct": 40.98,
    "dmarc_by_policy": {
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      "quarantine": 71066,
      "invalid": 226
    },
    "top_mailbox": [
      {
        "name": "Unknown / Other",
        "pct": 27.59
      },
      {
        "name": "Google Workspace",
        "pct": 20.66
      },
      {
        "name": "Microsoft 365",
        "pct": 14.72
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 14.37
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      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 9.07
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        "name": "Amazon SES",
        "pct": 5.39
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      {
        "name": "SendGrid (Twilio)",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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      {
        "name": "Zendesk",
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        "name": "Pardot (Salesforce)",
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        "name": "Shopify",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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    "date": "2024-07-02",
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        "name": "Unknown / Other",
        "pct": 28.17
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      {
        "name": "Google Workspace",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Amazon SES",
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        "name": "SendGrid (Twilio)",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Zendesk",
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        "name": "Shopify",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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        "name": "Unknown / Other",
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        "name": "Google Workspace",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Amazon SES",
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        "name": "SendGrid (Twilio)",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Zendesk",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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    "date": "2024-09-01",
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        "name": "Unknown / Other",
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        "name": "Google Workspace",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Amazon SES",
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        "name": "SendGrid (Twilio)",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Zendesk",
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        "name": "Shopify",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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    "date": "2024-10-01",
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        "name": "Unknown / Other",
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        "name": "Google Workspace",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Amazon SES",
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        "name": "SendGrid (Twilio)",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Zendesk",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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    "date": "2024-11-01",
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        "name": "Unknown / Other",
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        "name": "Google Workspace",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Amazon SES",
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        "name": "SendGrid (Twilio)",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Zendesk",
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        "name": "Shopify",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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    "date": "2024-12-01",
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        "name": "Unknown / Other",
        "pct": 27.44
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        "name": "Google Workspace",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
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        "name": "Generic / unmatched (mx*.*)",
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        "name": "Amazon SES",
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      {
        "name": "SendGrid (Twilio)",
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        "name": "Mailchimp",
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        "name": "Mandrill",
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        "name": "Zendesk",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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    "date": "2025-01-01",
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        "name": "Unknown / Other",
        "pct": 26.8
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        "name": "Google Workspace",
        "pct": 21.21
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
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      {
        "name": "Generic / unmatched (mx*.*)",
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        "name": "Amazon SES",
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        "name": "SendGrid (Twilio)",
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        "name": "Mailchimp",
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        "name": "Zendesk",
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        "name": "Mandrill",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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    "date": "2025-02-01",
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        "name": "Unknown / Other",
        "pct": 26.98
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      {
        "name": "Google Workspace",
        "pct": 21.05
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      {
        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
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      {
        "name": "Generic / unmatched (mx*.*)",
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        "name": "Amazon SES",
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      {
        "name": "SendGrid (Twilio)",
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      {
        "name": "Mailchimp",
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      {
        "name": "Mandrill",
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        "name": "Shopify",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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    "date": "2025-03-01",
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    },
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        "name": "Unknown / Other",
        "pct": 26.51
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      {
        "name": "Google Workspace",
        "pct": 21.21
      },
      {
        "name": "Microsoft 365",
        "pct": 15.97
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        "name": "Generic / unmatched (mail.*)",
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      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 8.99
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    ],
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        "name": "Amazon SES",
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      {
        "name": "SendGrid (Twilio)",
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      {
        "name": "Mailchimp",
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        "name": "Mailgun",
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      {
        "name": "Mandrill",
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    ],
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      {
        "name": "Shopify",
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      },
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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      },
      {
        "name": "Trustpilot",
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      }
    ],
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    "date": "2025-04-01",
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    "dmarc_by_policy": {
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      "quarantine": 92494,
      "invalid": 287
    },
    "top_mailbox": [
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        "name": "Unknown / Other",
        "pct": 26.35
      },
      {
        "name": "Google Workspace",
        "pct": 21.51
      },
      {
        "name": "Microsoft 365",
        "pct": 16.08
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 13.64
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 8.95
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    ],
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        "name": "Amazon SES",
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      {
        "name": "SendGrid (Twilio)",
        "pct": 4.68
      },
      {
        "name": "Mailchimp",
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      },
      {
        "name": "Mailgun",
        "pct": 3.9
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      }
    ],
    "top_saas": [
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        "name": "Pardot (Salesforce)",
        "pct": 0.97
      },
      {
        "name": "Shopify",
        "pct": 0.75
      },
      {
        "name": "KnowBe4",
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      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.32
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      }
    ],
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  },
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    "date": "2025-05-01",
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      "quarantine": 96141,
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      {
        "name": "Unknown / Other",
        "pct": 26.39
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      {
        "name": "Google Workspace",
        "pct": 21.27
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      {
        "name": "Microsoft 365",
        "pct": 16.85
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      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 13.39
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      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 8.91
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    ],
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        "name": "Amazon SES",
        "pct": 5.46
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      {
        "name": "SendGrid (Twilio)",
        "pct": 4.72
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      {
        "name": "Mailchimp",
        "pct": 4.16
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      {
        "name": "Mailgun",
        "pct": 3.92
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      {
        "name": "Zendesk",
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    ],
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        "name": "Pardot (Salesforce)",
        "pct": 0.97
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      {
        "name": "Shopify",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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      {
        "name": "Trustpilot",
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    "date": "2025-06-01",
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      {
        "name": "Unknown / Other",
        "pct": 26.05
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      {
        "name": "Google Workspace",
        "pct": 21.85
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      {
        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
        "pct": 13.38
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      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 8.88
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        "name": "Amazon SES",
        "pct": 5.61
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      {
        "name": "SendGrid (Twilio)",
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      {
        "name": "Mailchimp",
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        "name": "Mailgun",
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        "name": "Zendesk",
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        "name": "Shopify",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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    "date": "2025-07-01",
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        "name": "Unknown / Other",
        "pct": 26.05
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        "name": "Google Workspace",
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
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      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 8.89
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        "name": "Amazon SES",
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      {
        "name": "SendGrid (Twilio)",
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      {
        "name": "Mailchimp",
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        "name": "Mailgun",
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      {
        "name": "Zendesk",
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        "name": "Shopify",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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    "date": "2025-08-01",
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        "name": "Unknown / Other",
        "pct": 25.89
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      {
        "name": "Google Workspace",
        "pct": 22.05
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      {
        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
        "pct": 13.05
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      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 8.97
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        "name": "Amazon SES",
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      {
        "name": "SendGrid (Twilio)",
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        "name": "Mailgun",
        "pct": 4.11
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      {
        "name": "Mailchimp",
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      {
        "name": "Zendesk",
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        "name": "Pardot (Salesforce)",
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        "name": "Shopify",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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      {
        "name": "Trustpilot",
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    "date": "2025-09-01",
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        "name": "Unknown / Other",
        "pct": 25.71
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      {
        "name": "Google Workspace",
        "pct": 22.09
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        "name": "Microsoft 365",
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        "name": "Generic / unmatched (mail.*)",
        "pct": 13.01
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      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 8.92
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        "name": "Amazon SES",
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      {
        "name": "SendGrid (Twilio)",
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        "name": "Mailgun",
        "pct": 4.17
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        "name": "Mailchimp",
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        "name": "Zendesk",
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        "name": "Shopify",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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        "name": "Trustpilot",
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    "date": "2025-10-01",
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        "name": "Unknown / Other",
        "pct": 25.72
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      {
        "name": "Google Workspace",
        "pct": 21.9
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        "name": "Microsoft 365",
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      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 13.63
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      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 8.88
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        "name": "Amazon SES",
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        "name": "SendGrid (Twilio)",
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      {
        "name": "Mailgun",
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      {
        "name": "Zendesk",
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      {
        "name": "Mailchimp",
        "pct": 3.94
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        "name": "Shopify",
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        "name": "Pardot (Salesforce)",
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        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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      {
        "name": "Trustpilot",
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    "date": "2025-11-01",
    "file": "2025-11-01.html",
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    "dmarc_by_policy": {
      "none": 228439,
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      "quarantine": 101040,
      "invalid": 233
    },
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      {
        "name": "Unknown / Other",
        "pct": 25.65
      },
      {
        "name": "Google Workspace",
        "pct": 21.9
      },
      {
        "name": "Microsoft 365",
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      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 13.74
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      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 8.87
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    ],
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        "name": "Amazon SES",
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      {
        "name": "SendGrid (Twilio)",
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      {
        "name": "Mailgun",
        "pct": 4.13
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      {
        "name": "Zendesk",
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      },
      {
        "name": "Mailchimp",
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    ],
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        "name": "Shopify",
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      {
        "name": "Pardot (Salesforce)",
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      {
        "name": "KnowBe4",
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        "name": "Atlassian (Jira/Confluence)",
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      },
      {
        "name": "Trustpilot",
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  },
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    "date": "2025-12-01",
    "file": "2025-12-01.html",
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    "dmarc_by_policy": {
      "none": 232454,
      "reject": 103026,
      "quarantine": 102885,
      "invalid": 235
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    "top_mailbox": [
      {
        "name": "Unknown / Other",
        "pct": 25.88
      },
      {
        "name": "Google Workspace",
        "pct": 21.67
      },
      {
        "name": "Microsoft 365",
        "pct": 16.35
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 13.87
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      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 9.01
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    ],
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        "name": "Amazon SES",
        "pct": 5.81
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      {
        "name": "SendGrid (Twilio)",
        "pct": 4.65
      },
      {
        "name": "Mailgun",
        "pct": 4.07
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      {
        "name": "Zendesk",
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      },
      {
        "name": "Mailchimp",
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    ],
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        "name": "Shopify",
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      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.85
      },
      {
        "name": "KnowBe4",
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      },
      {
        "name": "Trustpilot",
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      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.31
      }
    ],
    "list_source": "tranco",
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      "max": 668692
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  },
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    "date": "2026-01-01",
    "file": "2026-01-01.html",
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    "dmarc_by_policy": {
      "none": 230042,
      "reject": 103049,
      "quarantine": 102812,
      "invalid": 222
    },
    "top_mailbox": [
      {
        "name": "Unknown / Other",
        "pct": 25.91
      },
      {
        "name": "Google Workspace",
        "pct": 21.69
      },
      {
        "name": "Microsoft 365",
        "pct": 16.25
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 13.9
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 9.06
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    ],
    "top_esps": [
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        "name": "Amazon SES",
        "pct": 5.86
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.66
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
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      },
      {
        "name": "Mailchimp",
        "pct": 3.83
      }
    ],
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        "name": "Shopify",
        "pct": 0.88
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      {
        "name": "Pardot (Salesforce)",
        "pct": 0.84
      },
      {
        "name": "KnowBe4",
        "pct": 0.54
      },
      {
        "name": "Trustpilot",
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      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      }
    ],
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    "aggregation": "monthly_medoid",
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      "max": 660114
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  },
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    "date": "2026-02-01",
    "file": "2026-02-01.html",
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    "domains_with_spf": 641985,
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    "dmarc_enforced_pct": 45.15,
    "dmarc_by_policy": {
      "none": 238216,
      "quarantine": 108612,
      "reject": 106998,
      "invalid": 239
    },
    "top_mailbox": [
      {
        "name": "Unknown / Other",
        "pct": 25.98
      },
      {
        "name": "Google Workspace",
        "pct": 21.49
      },
      {
        "name": "Microsoft 365",
        "pct": 16.36
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 13.99
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 9.1
      }
    ],
    "top_esps": [
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        "name": "Amazon SES",
        "pct": 5.82
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.63
      },
      {
        "name": "Mailgun",
        "pct": 4.01
      },
      {
        "name": "Zendesk",
        "pct": 3.82
      },
      {
        "name": "Mailchimp",
        "pct": 3.81
      }
    ],
    "top_saas": [
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        "name": "Shopify",
        "pct": 0.84
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.84
      },
      {
        "name": "KnowBe4",
        "pct": 0.55
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v1",
    "dmarc_available": true,
    "quality": "ok",
    "aggregation": "monthly_medoid",
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    "domains_with_mx_range": {
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      "max": 688114
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  },
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    "date": "2026-03-01",
    "file": "2026-03-01.html",
    "domains_with_mx": 683543,
    "domains_with_spf": 639798,
    "domains_with_dmarc": 454475,
    "dmarc_enforced_pct": 45.5,
    "dmarc_by_policy": {
      "none": 239626,
      "quarantine": 110704,
      "reject": 109017,
      "invalid": 220
    },
    "top_mailbox": [
      {
        "name": "Unknown / Other",
        "pct": 25.76
      },
      {
        "name": "Google Workspace",
        "pct": 21.54
      },
      {
        "name": "Microsoft 365",
        "pct": 16.55
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 13.8
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 9.18
      }
    ],
    "top_esps": [
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        "name": "Amazon SES",
        "pct": 5.92
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.69
      },
      {
        "name": "Mailgun",
        "pct": 4.03
      },
      {
        "name": "Zendesk",
        "pct": 3.84
      },
      {
        "name": "Mailchimp",
        "pct": 3.8
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.84
      },
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "KnowBe4",
        "pct": 0.55
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v1",
    "dmarc_available": true,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 1,
    "n_days_total": 1,
    "domains_with_mx_range": {
      "min": 683543,
      "max": 683543
    }
  },
  {
    "date": "2026-04-27",
    "file": "2026-04-27.html",
    "domains_with_mx": 665219,
    "domains_with_spf": 624507,
    "domains_with_dmarc": 452092,
    "dmarc_enforced_pct": 47.01,
    "dmarc_by_policy": {
      "none": 231376,
      "reject": 112948,
      "quarantine": 112474,
      "invalid": 198
    },
    "top_mailbox": [
      {
        "name": "Google Workspace",
        "pct": 21.55
      },
      {
        "name": "Unknown / Other",
        "pct": 18.71
      },
      {
        "name": "Microsoft 365",
        "pct": 16.67
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 13.39
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 6.06
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.09
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.78
      },
      {
        "name": "Mailgun",
        "pct": 4.05
      },
      {
        "name": "Zendesk",
        "pct": 3.85
      },
      {
        "name": "Mailchimp",
        "pct": 3.74
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.82
      },
      {
        "name": "Shopify",
        "pct": 0.8
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.31
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v1",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-04-28",
    "file": "2026-04-28.html",
    "domains_with_mx": 663645,
    "domains_with_spf": 622920,
    "domains_with_dmarc": 451152,
    "dmarc_enforced_pct": 47.03,
    "dmarc_by_policy": {
      "none": 230784,
      "reject": 112683,
      "quarantine": 112371,
      "invalid": 196
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 23.17
      },
      {
        "name": "Google Workspace",
        "pct": 21.56
      },
      {
        "name": "Microsoft 365",
        "pct": 16.67
      },
      {
        "name": "Unknown / Other",
        "pct": 7.71
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.96
      },
      {
        "name": "Yandex 360",
        "pct": 1.81
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.74
      },
      {
        "name": "Mimecast",
        "pct": 1.6
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.5
      },
      {
        "name": "Hostinger",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.98
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.6
      },
      {
        "name": "Barracuda",
        "pct": 0.56
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.1
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.79
      },
      {
        "name": "Mailgun",
        "pct": 4.06
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.75
      },
      {
        "name": "Mandrill",
        "pct": 3.43
      },
      {
        "name": "HubSpot",
        "pct": 3.15
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.14
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.69
      },
      {
        "name": "Mimecast",
        "pct": 1.49
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.08
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.63
      },
      {
        "name": "Constant Contact",
        "pct": 0.6
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.44
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.44
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.82
      },
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.31
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.12
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.09
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-04-29",
    "file": "2026-04-29.html",
    "domains_with_mx": 665578,
    "domains_with_spf": 624625,
    "domains_with_dmarc": 452463,
    "dmarc_enforced_pct": 47.07,
    "dmarc_by_policy": {
      "none": 231314,
      "reject": 113195,
      "quarantine": 112644,
      "invalid": 198
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 23.15
      },
      {
        "name": "Google Workspace",
        "pct": 21.55
      },
      {
        "name": "Microsoft 365",
        "pct": 16.67
      },
      {
        "name": "Unknown / Other",
        "pct": 7.72
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.76
      },
      {
        "name": "Proofpoint",
        "pct": 1.96
      },
      {
        "name": "Yandex 360",
        "pct": 1.81
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.74
      },
      {
        "name": "Mimecast",
        "pct": 1.6
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.5
      },
      {
        "name": "Hostinger",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.98
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.6
      },
      {
        "name": "Barracuda",
        "pct": 0.56
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.1
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.78
      },
      {
        "name": "Mailgun",
        "pct": 4.06
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.75
      },
      {
        "name": "Mandrill",
        "pct": 3.43
      },
      {
        "name": "HubSpot",
        "pct": 3.15
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.14
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.69
      },
      {
        "name": "Mimecast",
        "pct": 1.49
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.08
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.63
      },
      {
        "name": "Constant Contact",
        "pct": 0.6
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.44
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.44
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.82
      },
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.12
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.09
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-04-30",
    "file": "2026-04-30.html",
    "domains_with_mx": 665325,
    "domains_with_spf": 624448,
    "domains_with_dmarc": 452702,
    "dmarc_enforced_pct": 47.1,
    "dmarc_by_policy": {
      "none": 231269,
      "reject": 113413,
      "quarantine": 112700,
      "invalid": 204
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 23.13
      },
      {
        "name": "Google Workspace",
        "pct": 21.55
      },
      {
        "name": "Microsoft 365",
        "pct": 16.67
      },
      {
        "name": "Unknown / Other",
        "pct": 7.75
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.76
      },
      {
        "name": "Proofpoint",
        "pct": 1.96
      },
      {
        "name": "Yandex 360",
        "pct": 1.8
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.74
      },
      {
        "name": "Mimecast",
        "pct": 1.6
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.51
      },
      {
        "name": "Hostinger",
        "pct": 1.04
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.98
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.6
      },
      {
        "name": "Barracuda",
        "pct": 0.56
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.36
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.11
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.79
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.75
      },
      {
        "name": "Mandrill",
        "pct": 3.43
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.65
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.14
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.7
      },
      {
        "name": "Mimecast",
        "pct": 1.49
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.08
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.63
      },
      {
        "name": "Constant Contact",
        "pct": 0.6
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.44
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.44
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.82
      },
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.09
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 5,
    "n_days_total": 5,
    "domains_with_mx_range": {
      "min": 663645,
      "max": 667720
    }
  },
  {
    "date": "2026-05-01",
    "file": "2026-05-01.html",
    "domains_with_mx": 664902,
    "domains_with_spf": 624104,
    "domains_with_dmarc": 452672,
    "dmarc_enforced_pct": 47.14,
    "dmarc_by_policy": {
      "none": 231066,
      "reject": 113519,
      "quarantine": 112777,
      "invalid": 202
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 23.08
      },
      {
        "name": "Google Workspace",
        "pct": 21.56
      },
      {
        "name": "Microsoft 365",
        "pct": 16.69
      },
      {
        "name": "Unknown / Other",
        "pct": 7.75
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.96
      },
      {
        "name": "Yandex 360",
        "pct": 1.81
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.6
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.51
      },
      {
        "name": "Hostinger",
        "pct": 1.04
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.97
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.6
      },
      {
        "name": "Barracuda",
        "pct": 0.56
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.36
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.11
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.79
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.75
      },
      {
        "name": "Mandrill",
        "pct": 3.43
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.65
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.14
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.7
      },
      {
        "name": "Mimecast",
        "pct": 1.49
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.08
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.63
      },
      {
        "name": "Constant Contact",
        "pct": 0.6
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.44
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.44
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.82
      },
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.73
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.31
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.12
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.09
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-02",
    "file": "2026-05-02.html",
    "domains_with_mx": 666074,
    "domains_with_spf": 625213,
    "domains_with_dmarc": 453785,
    "dmarc_enforced_pct": 47.09,
    "dmarc_by_policy": {
      "none": 231870,
      "reject": 113664,
      "quarantine": 112953,
      "invalid": 202
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 23.07
      },
      {
        "name": "Google Workspace",
        "pct": 21.57
      },
      {
        "name": "Microsoft 365",
        "pct": 16.69
      },
      {
        "name": "Unknown / Other",
        "pct": 7.76
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.95
      },
      {
        "name": "Yandex 360",
        "pct": 1.8
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.6
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.51
      },
      {
        "name": "Hostinger",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.98
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.6
      },
      {
        "name": "Barracuda",
        "pct": 0.56
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.36
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.11
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.78
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.75
      },
      {
        "name": "Mandrill",
        "pct": 3.43
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.14
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.7
      },
      {
        "name": "Mimecast",
        "pct": 1.49
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.08
      },
      {
        "name": "MailChannels",
        "pct": 1.06
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.63
      },
      {
        "name": "Constant Contact",
        "pct": 0.6
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.44
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.44
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.82
      },
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.31
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.09
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-03",
    "file": "2026-05-03.html",
    "domains_with_mx": 671505,
    "domains_with_spf": 630301,
    "domains_with_dmarc": 457424,
    "dmarc_enforced_pct": 46.9,
    "dmarc_by_policy": {
      "none": 234678,
      "reject": 114008,
      "quarantine": 113516,
      "invalid": 208
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 23.09
      },
      {
        "name": "Google Workspace",
        "pct": 21.56
      },
      {
        "name": "Microsoft 365",
        "pct": 16.66
      },
      {
        "name": "Unknown / Other",
        "pct": 7.75
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.78
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.79
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.5
      },
      {
        "name": "Hostinger",
        "pct": 1.09
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.99
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.1
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.05
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.72
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.14
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.69
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.62
      },
      {
        "name": "Constant Contact",
        "pct": 0.59
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.44
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.09
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-04",
    "file": "2026-05-04.html",
    "domains_with_mx": 662839,
    "domains_with_spf": 622414,
    "domains_with_dmarc": 452254,
    "dmarc_enforced_pct": 46.91,
    "dmarc_by_policy": {
      "none": 231953,
      "reject": 112729,
      "quarantine": 112298,
      "invalid": 207
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 23.03
      },
      {
        "name": "Google Workspace",
        "pct": 21.63
      },
      {
        "name": "Microsoft 365",
        "pct": 16.68
      },
      {
        "name": "Unknown / Other",
        "pct": 7.73
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.78
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.59
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.51
      },
      {
        "name": "Hostinger",
        "pct": 1.09
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.26
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.13
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.78
      },
      {
        "name": "Mailgun",
        "pct": 4.06
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.72
      },
      {
        "name": "Mandrill",
        "pct": 3.42
      },
      {
        "name": "HubSpot",
        "pct": 3.14
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.7
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "MailChannels",
        "pct": 1.06
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.62
      },
      {
        "name": "Constant Contact",
        "pct": 0.59
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.44
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-05",
    "file": "2026-05-05.html",
    "domains_with_mx": 662628,
    "domains_with_spf": 622150,
    "domains_with_dmarc": 452209,
    "dmarc_enforced_pct": 46.93,
    "dmarc_by_policy": {
      "none": 231806,
      "reject": 112780,
      "quarantine": 112348,
      "invalid": 206
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 23.02
      },
      {
        "name": "Google Workspace",
        "pct": 21.64
      },
      {
        "name": "Microsoft 365",
        "pct": 16.68
      },
      {
        "name": "Unknown / Other",
        "pct": 7.74
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.78
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.51
      },
      {
        "name": "Hostinger",
        "pct": 1.09
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.26
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.13
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.78
      },
      {
        "name": "Mailgun",
        "pct": 4.06
      },
      {
        "name": "Zendesk",
        "pct": 3.89
      },
      {
        "name": "Mailchimp",
        "pct": 3.72
      },
      {
        "name": "Mandrill",
        "pct": 3.42
      },
      {
        "name": "HubSpot",
        "pct": 3.14
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.7
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.72
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.62
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.44
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-06",
    "file": "2026-05-06.html",
    "domains_with_mx": 661868,
    "domains_with_spf": 621451,
    "domains_with_dmarc": 452166,
    "dmarc_enforced_pct": 46.94,
    "dmarc_by_policy": {
      "none": 231741,
      "reject": 112858,
      "quarantine": 112302,
      "invalid": 207
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 23.03
      },
      {
        "name": "Google Workspace",
        "pct": 21.67
      },
      {
        "name": "Microsoft 365",
        "pct": 16.69
      },
      {
        "name": "Unknown / Other",
        "pct": 7.73
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.78
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.78
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.09
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.26
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.14
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.79
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.73
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.15
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.7
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.72
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.44
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-07",
    "file": "2026-05-07.html",
    "domains_with_mx": 662493,
    "domains_with_spf": 622130,
    "domains_with_dmarc": 452460,
    "dmarc_enforced_pct": 46.96,
    "dmarc_by_policy": {
      "none": 231812,
      "reject": 113012,
      "quarantine": 112364,
      "invalid": 205
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 23.0
      },
      {
        "name": "Google Workspace",
        "pct": 21.65
      },
      {
        "name": "Microsoft 365",
        "pct": 16.68
      },
      {
        "name": "Unknown / Other",
        "pct": 7.74
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.78
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.77
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.09
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.13
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.78
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.89
      },
      {
        "name": "Mailchimp",
        "pct": 3.73
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.15
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.71
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.72
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.44
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-08",
    "file": "2026-05-08.html",
    "domains_with_mx": 664721,
    "domains_with_spf": 624279,
    "domains_with_dmarc": 454009,
    "dmarc_enforced_pct": 46.89,
    "dmarc_by_policy": {
      "none": 232971,
      "reject": 113024,
      "quarantine": 112758,
      "invalid": 203
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 23.02
      },
      {
        "name": "Google Workspace",
        "pct": 21.63
      },
      {
        "name": "Microsoft 365",
        "pct": 16.63
      },
      {
        "name": "Unknown / Other",
        "pct": 7.71
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Yandex 360",
        "pct": 1.76
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.57
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.14
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.26
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.12
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.77
      },
      {
        "name": "Mailgun",
        "pct": 4.06
      },
      {
        "name": "Zendesk",
        "pct": 3.88
      },
      {
        "name": "Mailchimp",
        "pct": 3.71
      },
      {
        "name": "Mandrill",
        "pct": 3.39
      },
      {
        "name": "HubSpot",
        "pct": 3.14
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.71
      },
      {
        "name": "Mimecast",
        "pct": 1.46
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.15
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.54
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-09",
    "file": "2026-05-09.html",
    "domains_with_mx": 654965,
    "domains_with_spf": 615249,
    "domains_with_dmarc": 448137,
    "dmarc_enforced_pct": 46.92,
    "dmarc_by_policy": {
      "none": 229834,
      "quarantine": 111517,
      "reject": 111486,
      "invalid": 201
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.96
      },
      {
        "name": "Google Workspace",
        "pct": 21.7
      },
      {
        "name": "Microsoft 365",
        "pct": 16.65
      },
      {
        "name": "Unknown / Other",
        "pct": 7.7
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.78
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.76
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.13
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.67
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.49
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.79
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.91
      },
      {
        "name": "Mailchimp",
        "pct": 3.71
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.14
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.71
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.72
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.54
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-10",
    "file": "2026-05-10.html",
    "domains_with_mx": 654198,
    "domains_with_spf": 614496,
    "domains_with_dmarc": 447617,
    "dmarc_enforced_pct": 46.89,
    "dmarc_by_policy": {
      "none": 229662,
      "quarantine": 111448,
      "reject": 111200,
      "invalid": 201
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.93
      },
      {
        "name": "Google Workspace",
        "pct": 21.73
      },
      {
        "name": "Microsoft 365",
        "pct": 16.66
      },
      {
        "name": "Unknown / Other",
        "pct": 7.68
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.78
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.14
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.67
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.26
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.79
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.91
      },
      {
        "name": "Mailchimp",
        "pct": 3.72
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.15
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.71
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.72
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.44
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-11",
    "file": "2026-05-11.html",
    "domains_with_mx": 654275,
    "domains_with_spf": 614529,
    "domains_with_dmarc": 447518,
    "dmarc_enforced_pct": 46.87,
    "dmarc_by_policy": {
      "none": 229734,
      "quarantine": 111431,
      "reject": 111049,
      "invalid": 201
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.92
      },
      {
        "name": "Google Workspace",
        "pct": 21.72
      },
      {
        "name": "Microsoft 365",
        "pct": 16.67
      },
      {
        "name": "Unknown / Other",
        "pct": 7.66
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.78
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.14
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.67
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.79
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.91
      },
      {
        "name": "Mailchimp",
        "pct": 3.72
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.15
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.72
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.72
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-12",
    "file": "2026-05-12.html",
    "domains_with_mx": 654613,
    "domains_with_spf": 614806,
    "domains_with_dmarc": 447857,
    "dmarc_enforced_pct": 46.88,
    "dmarc_by_policy": {
      "none": 229870,
      "quarantine": 111584,
      "reject": 111115,
      "invalid": 201
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.9
      },
      {
        "name": "Google Workspace",
        "pct": 21.73
      },
      {
        "name": "Microsoft 365",
        "pct": 16.66
      },
      {
        "name": "Unknown / Other",
        "pct": 7.67
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.78
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.14
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.67
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.79
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.91
      },
      {
        "name": "Mailchimp",
        "pct": 3.72
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.15
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.72
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.06
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-13",
    "file": "2026-05-13.html",
    "domains_with_mx": 654450,
    "domains_with_spf": 614641,
    "domains_with_dmarc": 447901,
    "dmarc_enforced_pct": 46.89,
    "dmarc_by_policy": {
      "none": 229814,
      "quarantine": 111655,
      "reject": 111128,
      "invalid": 203
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.9
      },
      {
        "name": "Google Workspace",
        "pct": 21.74
      },
      {
        "name": "Microsoft 365",
        "pct": 16.67
      },
      {
        "name": "Unknown / Other",
        "pct": 7.66
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.78
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.13
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "GoDaddy",
        "pct": 0.77
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.67
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.79
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.91
      },
      {
        "name": "Mailchimp",
        "pct": 3.72
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.15
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.72
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-14",
    "file": "2026-05-14.html",
    "domains_with_mx": 654606,
    "domains_with_spf": 614742,
    "domains_with_dmarc": 448141,
    "dmarc_enforced_pct": 46.9,
    "dmarc_by_policy": {
      "none": 229890,
      "quarantine": 111828,
      "reject": 111097,
      "invalid": 199
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.87
      },
      {
        "name": "Google Workspace",
        "pct": 21.74
      },
      {
        "name": "Microsoft 365",
        "pct": 16.68
      },
      {
        "name": "Unknown / Other",
        "pct": 7.68
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.79
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.13
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "GoDaddy",
        "pct": 0.77
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.74
      },
      {
        "name": "OVH Mail",
        "pct": 0.67
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.8
      },
      {
        "name": "Mailgun",
        "pct": 4.09
      },
      {
        "name": "Zendesk",
        "pct": 3.91
      },
      {
        "name": "Mailchimp",
        "pct": 3.72
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-15",
    "file": "2026-05-15.html",
    "domains_with_mx": 653883,
    "domains_with_spf": 614025,
    "domains_with_dmarc": 447769,
    "dmarc_enforced_pct": 46.89,
    "dmarc_by_policy": {
      "none": 229726,
      "quarantine": 111859,
      "reject": 110874,
      "invalid": 201
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.87
      },
      {
        "name": "Google Workspace",
        "pct": 21.75
      },
      {
        "name": "Microsoft 365",
        "pct": 16.69
      },
      {
        "name": "Unknown / Other",
        "pct": 7.66
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.78
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.13
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.74
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.74
      },
      {
        "name": "OVH Mail",
        "pct": 0.67
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.8
      },
      {
        "name": "Mailgun",
        "pct": 4.1
      },
      {
        "name": "Zendesk",
        "pct": 3.91
      },
      {
        "name": "Mailchimp",
        "pct": 3.71
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.46
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.06
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-16",
    "file": "2026-05-16.html",
    "domains_with_mx": 653289,
    "domains_with_spf": 613507,
    "domains_with_dmarc": 447493,
    "dmarc_enforced_pct": 46.9,
    "dmarc_by_policy": {
      "none": 229568,
      "quarantine": 111844,
      "reject": 110762,
      "invalid": 203
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.87
      },
      {
        "name": "Google Workspace",
        "pct": 21.75
      },
      {
        "name": "Microsoft 365",
        "pct": 16.69
      },
      {
        "name": "Unknown / Other",
        "pct": 7.65
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.78
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.54
      },
      {
        "name": "Hostinger",
        "pct": 1.13
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "GoDaddy",
        "pct": 0.77
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.74
      },
      {
        "name": "OVH Mail",
        "pct": 0.67
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.8
      },
      {
        "name": "Mailgun",
        "pct": 4.1
      },
      {
        "name": "Zendesk",
        "pct": 3.91
      },
      {
        "name": "Mailchimp",
        "pct": 3.72
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.46
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.39
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-17",
    "file": "2026-05-17.html",
    "domains_with_mx": 652834,
    "domains_with_spf": 613060,
    "domains_with_dmarc": 447177,
    "dmarc_enforced_pct": 46.89,
    "dmarc_by_policy": {
      "none": 229439,
      "quarantine": 111858,
      "reject": 110558,
      "invalid": 202
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.87
      },
      {
        "name": "Google Workspace",
        "pct": 21.75
      },
      {
        "name": "Microsoft 365",
        "pct": 16.69
      },
      {
        "name": "Unknown / Other",
        "pct": 7.64
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.78
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.54
      },
      {
        "name": "Hostinger",
        "pct": 1.13
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.74
      },
      {
        "name": "OVH Mail",
        "pct": 0.67
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.27
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.8
      },
      {
        "name": "Mailgun",
        "pct": 4.1
      },
      {
        "name": "Zendesk",
        "pct": 3.91
      },
      {
        "name": "Mailchimp",
        "pct": 3.72
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.46
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-18",
    "file": "2026-05-18.html",
    "domains_with_mx": 653826,
    "domains_with_spf": 613816,
    "domains_with_dmarc": 447539,
    "dmarc_enforced_pct": 46.84,
    "dmarc_by_policy": {
      "none": 229802,
      "quarantine": 112011,
      "reject": 110399,
      "invalid": 201
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.89
      },
      {
        "name": "Google Workspace",
        "pct": 21.74
      },
      {
        "name": "Microsoft 365",
        "pct": 16.69
      },
      {
        "name": "Unknown / Other",
        "pct": 7.61
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.79
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Yandex 360",
        "pct": 1.74
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.54
      },
      {
        "name": "Hostinger",
        "pct": 1.14
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "GoDaddy",
        "pct": 0.77
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.74
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.36
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.28
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.79
      },
      {
        "name": "Mailgun",
        "pct": 4.1
      },
      {
        "name": "Zendesk",
        "pct": 3.91
      },
      {
        "name": "Mailchimp",
        "pct": 3.71
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.46
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-19",
    "file": "2026-05-19.html",
    "domains_with_mx": 661300,
    "domains_with_spf": 620621,
    "domains_with_dmarc": 452219,
    "dmarc_enforced_pct": 46.84,
    "dmarc_by_policy": {
      "none": 232178,
      "quarantine": 113079,
      "reject": 111674,
      "invalid": 203
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.92
      },
      {
        "name": "Google Workspace",
        "pct": 21.69
      },
      {
        "name": "Microsoft 365",
        "pct": 16.68
      },
      {
        "name": "Unknown / Other",
        "pct": 7.64
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.79
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Yandex 360",
        "pct": 1.74
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Mimecast",
        "pct": 1.57
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.54
      },
      {
        "name": "Hostinger",
        "pct": 1.13
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.39
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.38
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.28
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.15
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.78
      },
      {
        "name": "Mailgun",
        "pct": 4.09
      },
      {
        "name": "Zendesk",
        "pct": 3.89
      },
      {
        "name": "Mailchimp",
        "pct": 3.71
      },
      {
        "name": "Mandrill",
        "pct": 3.4
      },
      {
        "name": "HubSpot",
        "pct": 3.15
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.46
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 28,
    "n_days_total": 28,
    "domains_with_mx_range": {
      "min": 652834,
      "max": 671505
    }
  },
  {
    "date": "2026-05-20",
    "file": "2026-05-20.html",
    "domains_with_mx": 659568,
    "domains_with_spf": 618994,
    "domains_with_dmarc": 451611,
    "dmarc_enforced_pct": 46.95,
    "dmarc_by_policy": {
      "none": 231331,
      "quarantine": 112994,
      "reject": 111984,
      "invalid": 204
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.9
      },
      {
        "name": "Google Workspace",
        "pct": 21.72
      },
      {
        "name": "Microsoft 365",
        "pct": 16.73
      },
      {
        "name": "Unknown / Other",
        "pct": 7.67
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.79
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.09
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.39
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.28
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.8
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.73
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.72
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-21",
    "file": "2026-05-21.html",
    "domains_with_mx": 659930,
    "domains_with_spf": 619421,
    "domains_with_dmarc": 452113,
    "dmarc_enforced_pct": 46.98,
    "dmarc_by_policy": {
      "none": 231466,
      "quarantine": 113130,
      "reject": 112225,
      "invalid": 205
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.88
      },
      {
        "name": "Google Workspace",
        "pct": 21.71
      },
      {
        "name": "Microsoft 365",
        "pct": 16.75
      },
      {
        "name": "Unknown / Other",
        "pct": 7.7
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.79
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.09
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.39
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.28
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.8
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.72
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-22",
    "file": "2026-05-22.html",
    "domains_with_mx": 657556,
    "domains_with_spf": 617016,
    "domains_with_dmarc": 451233,
    "dmarc_enforced_pct": 47.02,
    "dmarc_by_policy": {
      "none": 230846,
      "quarantine": 112858,
      "reject": 112222,
      "invalid": 206
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.9
      },
      {
        "name": "Google Workspace",
        "pct": 21.75
      },
      {
        "name": "Microsoft 365",
        "pct": 16.76
      },
      {
        "name": "Unknown / Other",
        "pct": 7.66
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.8
      },
      {
        "name": "Proofpoint",
        "pct": 1.94
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.09
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.76
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.39
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.28
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.2
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.8
      },
      {
        "name": "Mailgun",
        "pct": 4.12
      },
      {
        "name": "Zendesk",
        "pct": 3.91
      },
      {
        "name": "Mailchimp",
        "pct": 3.73
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.65
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.14
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.31
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.09
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-23",
    "file": "2026-05-23.html",
    "domains_with_mx": 660587,
    "domains_with_spf": 620034,
    "domains_with_dmarc": 453099,
    "dmarc_enforced_pct": 47.03,
    "dmarc_by_policy": {
      "none": 231739,
      "quarantine": 113371,
      "reject": 112697,
      "invalid": 206
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.84
      },
      {
        "name": "Google Workspace",
        "pct": 21.71
      },
      {
        "name": "Microsoft 365",
        "pct": 16.74
      },
      {
        "name": "Unknown / Other",
        "pct": 7.72
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.79
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.08
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.76
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.28
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.8
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.72
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.47
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "Shoptet",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-27",
    "file": "2026-05-27.html",
    "domains_with_mx": 663040,
    "domains_with_spf": 621877,
    "domains_with_dmarc": 455048,
    "dmarc_enforced_pct": 47.26,
    "dmarc_by_policy": {
      "none": 231691,
      "quarantine": 114079,
      "reject": 113986,
      "invalid": 203
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.91
      },
      {
        "name": "Google Workspace",
        "pct": 21.66
      },
      {
        "name": "Microsoft 365",
        "pct": 16.76
      },
      {
        "name": "Unknown / Other",
        "pct": 7.76
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.59
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.54
      },
      {
        "name": "Hostinger",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.98
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.77
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.67
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.42
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.35
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.29
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.81
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.91
      },
      {
        "name": "Mailchimp",
        "pct": 3.75
      },
      {
        "name": "Mandrill",
        "pct": 3.42
      },
      {
        "name": "HubSpot",
        "pct": 3.19
      },
      {
        "name": "Salesforce",
        "pct": 2.66
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.48
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.09
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.44
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-28",
    "file": "2026-05-28.html",
    "domains_with_mx": 663075,
    "domains_with_spf": 622229,
    "domains_with_dmarc": 454942,
    "dmarc_enforced_pct": 47.31,
    "dmarc_by_policy": {
      "none": 231420,
      "reject": 114162,
      "quarantine": 114060,
      "invalid": 202
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.9
      },
      {
        "name": "Google Workspace",
        "pct": 21.64
      },
      {
        "name": "Microsoft 365",
        "pct": 16.74
      },
      {
        "name": "Unknown / Other",
        "pct": 7.77
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.59
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.54
      },
      {
        "name": "Hostinger",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.98
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.78
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.67
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.42
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.29
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.8
      },
      {
        "name": "Mailgun",
        "pct": 4.1
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.74
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.19
      },
      {
        "name": "Salesforce",
        "pct": 2.66
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.48
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.08
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.44
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.09
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-29",
    "file": "2026-05-29.html",
    "domains_with_mx": 663271,
    "domains_with_spf": 622553,
    "domains_with_dmarc": 455335,
    "dmarc_enforced_pct": 47.33,
    "dmarc_by_policy": {
      "none": 231475,
      "reject": 114313,
      "quarantine": 114211,
      "invalid": 201
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.91
      },
      {
        "name": "Google Workspace",
        "pct": 21.63
      },
      {
        "name": "Microsoft 365",
        "pct": 16.75
      },
      {
        "name": "Unknown / Other",
        "pct": 7.77
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Mimecast",
        "pct": 1.59
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.54
      },
      {
        "name": "Hostinger",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.97
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.78
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.67
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.42
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.29
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.8
      },
      {
        "name": "Mailgun",
        "pct": 4.1
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.74
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.2
      },
      {
        "name": "Salesforce",
        "pct": 2.66
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.48
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.08
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.09
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-30",
    "file": "2026-05-30.html",
    "domains_with_mx": 663036,
    "domains_with_spf": 622559,
    "domains_with_dmarc": 455572,
    "dmarc_enforced_pct": 47.38,
    "dmarc_by_policy": {
      "none": 231381,
      "reject": 114629,
      "quarantine": 114230,
      "invalid": 200
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.9
      },
      {
        "name": "Google Workspace",
        "pct": 21.64
      },
      {
        "name": "Microsoft 365",
        "pct": 16.75
      },
      {
        "name": "Unknown / Other",
        "pct": 7.77
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Yandex 360",
        "pct": 1.75
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Mimecast",
        "pct": 1.59
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.97
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.78
      },
      {
        "name": "GoDaddy",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.59
      },
      {
        "name": "Barracuda",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.42
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.29
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "ProtonMail",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.81
      },
      {
        "name": "Mailgun",
        "pct": 4.1
      },
      {
        "name": "Zendesk",
        "pct": 3.9
      },
      {
        "name": "Mailchimp",
        "pct": 3.74
      },
      {
        "name": "Mandrill",
        "pct": 3.41
      },
      {
        "name": "HubSpot",
        "pct": 3.2
      },
      {
        "name": "Salesforce",
        "pct": 2.66
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.48
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.08
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.19
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.14
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.09
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-05-31",
    "file": "2026-05-31.html",
    "domains_with_mx": 667641,
    "domains_with_spf": 626984,
    "domains_with_dmarc": 458655,
    "dmarc_enforced_pct": 47.22,
    "dmarc_by_policy": {
      "none": 233755,
      "reject": 114887,
      "quarantine": 114754,
      "invalid": 202
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.93
      },
      {
        "name": "Google Workspace",
        "pct": 21.62
      },
      {
        "name": "Microsoft 365",
        "pct": 16.71
      },
      {
        "name": "Unknown / Other",
        "pct": 7.76
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Yandex 360",
        "pct": 1.73
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.54
      },
      {
        "name": "Hostinger",
        "pct": 1.09
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.99
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.78
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.51
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.45
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.29
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.78
      },
      {
        "name": "Mailgun",
        "pct": 4.09
      },
      {
        "name": "Zendesk",
        "pct": 3.88
      },
      {
        "name": "Mailchimp",
        "pct": 3.71
      },
      {
        "name": "Mandrill",
        "pct": 3.39
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.73
      },
      {
        "name": "Mimecast",
        "pct": 1.46
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.09
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.61
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.81
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-01",
    "file": "2026-06-01.html",
    "domains_with_mx": 662428,
    "domains_with_spf": 622222,
    "domains_with_dmarc": 455328,
    "dmarc_enforced_pct": 47.2,
    "dmarc_by_policy": {
      "none": 232170,
      "reject": 113949,
      "quarantine": 113940,
      "invalid": 202
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.91
      },
      {
        "name": "Google Workspace",
        "pct": 21.67
      },
      {
        "name": "Microsoft 365",
        "pct": 16.69
      },
      {
        "name": "Unknown / Other",
        "pct": 7.73
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Yandex 360",
        "pct": 1.72
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.54
      },
      {
        "name": "Hostinger",
        "pct": 1.1
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.78
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.51
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.45
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.42
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.29
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.78
      },
      {
        "name": "Mailgun",
        "pct": 4.09
      },
      {
        "name": "Zendesk",
        "pct": 3.88
      },
      {
        "name": "Mailchimp",
        "pct": 3.71
      },
      {
        "name": "Mandrill",
        "pct": 3.39
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.74
      },
      {
        "name": "Mimecast",
        "pct": 1.46
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.6
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.54
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.08
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-02",
    "file": "2026-06-02.html",
    "domains_with_mx": 660335,
    "domains_with_spf": 620446,
    "domains_with_dmarc": 454044,
    "dmarc_enforced_pct": 47.24,
    "dmarc_by_policy": {
      "none": 231335,
      "reject": 113803,
      "quarantine": 113616,
      "invalid": 199
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.91
      },
      {
        "name": "Google Workspace",
        "pct": 21.66
      },
      {
        "name": "Microsoft 365",
        "pct": 16.67
      },
      {
        "name": "Unknown / Other",
        "pct": 7.76
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Yandex 360",
        "pct": 1.72
      },
      {
        "name": "Mimecast",
        "pct": 1.58
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.1
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.78
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.51
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.45
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.29
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.25
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.78
      },
      {
        "name": "Mailgun",
        "pct": 4.09
      },
      {
        "name": "Zendesk",
        "pct": 3.88
      },
      {
        "name": "Mailchimp",
        "pct": 3.7
      },
      {
        "name": "Mandrill",
        "pct": 3.39
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.75
      },
      {
        "name": "Mimecast",
        "pct": 1.46
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.6
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-03",
    "file": "2026-06-03.html",
    "domains_with_mx": 660101,
    "domains_with_spf": 620354,
    "domains_with_dmarc": 454103,
    "dmarc_enforced_pct": 47.27,
    "dmarc_by_policy": {
      "none": 231247,
      "reject": 113973,
      "quarantine": 113581,
      "invalid": 200
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.9
      },
      {
        "name": "Google Workspace",
        "pct": 21.65
      },
      {
        "name": "Microsoft 365",
        "pct": 16.67
      },
      {
        "name": "Unknown / Other",
        "pct": 7.77
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.71
      },
      {
        "name": "Mimecast",
        "pct": 1.57
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.11
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.79
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.51
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.46
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.29
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.25
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.77
      },
      {
        "name": "Mailgun",
        "pct": 4.09
      },
      {
        "name": "Zendesk",
        "pct": 3.88
      },
      {
        "name": "Mailchimp",
        "pct": 3.7
      },
      {
        "name": "Mandrill",
        "pct": 3.39
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.75
      },
      {
        "name": "Mimecast",
        "pct": 1.46
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.6
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.12
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-04",
    "file": "2026-06-04.html",
    "domains_with_mx": 660158,
    "domains_with_spf": 620940,
    "domains_with_dmarc": 454816,
    "dmarc_enforced_pct": 47.34,
    "dmarc_by_policy": {
      "none": 231336,
      "reject": 114586,
      "quarantine": 113615,
      "invalid": 199
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.9
      },
      {
        "name": "Google Workspace",
        "pct": 21.63
      },
      {
        "name": "Microsoft 365",
        "pct": 16.65
      },
      {
        "name": "Unknown / Other",
        "pct": 7.78
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.76
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Yandex 360",
        "pct": 1.71
      },
      {
        "name": "Mimecast",
        "pct": 1.57
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.11
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.79
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.51
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.47
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.77
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.38
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.75
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.6
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-05",
    "file": "2026-06-05.html",
    "domains_with_mx": 659595,
    "domains_with_spf": 620522,
    "domains_with_dmarc": 454689,
    "dmarc_enforced_pct": 47.35,
    "dmarc_by_policy": {
      "none": 231233,
      "reject": 114633,
      "quarantine": 113529,
      "invalid": 200
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.9
      },
      {
        "name": "Google Workspace",
        "pct": 21.63
      },
      {
        "name": "Microsoft 365",
        "pct": 16.64
      },
      {
        "name": "Unknown / Other",
        "pct": 7.8
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.76
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Yandex 360",
        "pct": 1.71
      },
      {
        "name": "Mimecast",
        "pct": 1.57
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.12
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.79
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.58
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.48
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.37
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.38
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.74
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.12
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.6
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-06",
    "file": "2026-06-06.html",
    "domains_with_mx": 658426,
    "domains_with_spf": 619451,
    "domains_with_dmarc": 453928,
    "dmarc_enforced_pct": 47.29,
    "dmarc_by_policy": {
      "none": 231166,
      "reject": 114073,
      "quarantine": 113391,
      "invalid": 202
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.95
      },
      {
        "name": "Google Workspace",
        "pct": 21.61
      },
      {
        "name": "Microsoft 365",
        "pct": 16.59
      },
      {
        "name": "Unknown / Other",
        "pct": 7.76
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.76
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.7
      },
      {
        "name": "Mimecast",
        "pct": 1.57
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.56
      },
      {
        "name": "Hostinger",
        "pct": 1.16
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.78
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.57
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.47
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.39
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.29
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.24
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.15
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.06
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.37
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.75
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.6
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.8
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-07",
    "file": "2026-06-07.html",
    "domains_with_mx": 649787,
    "domains_with_spf": 611420,
    "domains_with_dmarc": 448698,
    "dmarc_enforced_pct": 47.32,
    "dmarc_by_policy": {
      "none": 228397,
      "reject": 112789,
      "quarantine": 112175,
      "invalid": 201
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.91
      },
      {
        "name": "Google Workspace",
        "pct": 21.66
      },
      {
        "name": "Microsoft 365",
        "pct": 16.6
      },
      {
        "name": "Unknown / Other",
        "pct": 7.76
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.75
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.69
      },
      {
        "name": "Mimecast",
        "pct": 1.57
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.15
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.78
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.57
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.47
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.41
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.39
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.89
      },
      {
        "name": "Mailchimp",
        "pct": 3.68
      },
      {
        "name": "Mandrill",
        "pct": 3.38
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.75
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.6
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-08",
    "file": "2026-06-08.html",
    "domains_with_mx": 650013,
    "domains_with_spf": 611648,
    "domains_with_dmarc": 448928,
    "dmarc_enforced_pct": 47.32,
    "dmarc_by_policy": {
      "none": 228523,
      "reject": 112915,
      "quarantine": 112161,
      "invalid": 200
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.91
      },
      {
        "name": "Google Workspace",
        "pct": 21.66
      },
      {
        "name": "Microsoft 365",
        "pct": 16.59
      },
      {
        "name": "Unknown / Other",
        "pct": 7.77
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.75
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.69
      },
      {
        "name": "Mimecast",
        "pct": 1.57
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.56
      },
      {
        "name": "Hostinger",
        "pct": 1.16
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.79
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.57
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.5
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.47
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.41
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.39
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.88
      },
      {
        "name": "Mailchimp",
        "pct": 3.68
      },
      {
        "name": "Mandrill",
        "pct": 3.38
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.64
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.75
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.6
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.8
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
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    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-09",
    "file": "2026-06-09.html",
    "domains_with_mx": 650861,
    "domains_with_spf": 612459,
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    "dmarc_enforced_pct": 47.34,
    "dmarc_by_policy": {
      "none": 228751,
      "reject": 113203,
      "quarantine": 112317,
      "invalid": 199
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.9
      },
      {
        "name": "Google Workspace",
        "pct": 21.64
      },
      {
        "name": "Microsoft 365",
        "pct": 16.59
      },
      {
        "name": "Unknown / Other",
        "pct": 7.79
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.75
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.68
      },
      {
        "name": "Mimecast",
        "pct": 1.56
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.56
      },
      {
        "name": "Hostinger",
        "pct": 1.16
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.79
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.57
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.51
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.47
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.41
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.38
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.88
      },
      {
        "name": "Mailchimp",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.38
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.75
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.59
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-10",
    "file": "2026-06-10.html",
    "domains_with_mx": 651319,
    "domains_with_spf": 612713,
    "domains_with_dmarc": 450011,
    "dmarc_enforced_pct": 47.36,
    "dmarc_by_policy": {
      "none": 228861,
      "reject": 113435,
      "quarantine": 112381,
      "invalid": 204
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.9
      },
      {
        "name": "Google Workspace",
        "pct": 21.63
      },
      {
        "name": "Microsoft 365",
        "pct": 16.58
      },
      {
        "name": "Unknown / Other",
        "pct": 7.8
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.75
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.68
      },
      {
        "name": "Mimecast",
        "pct": 1.56
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.56
      },
      {
        "name": "Hostinger",
        "pct": 1.17
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.79
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.57
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.51
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.47
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.41
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.38
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.37
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.75
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.59
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-11",
    "file": "2026-06-11.html",
    "domains_with_mx": 651209,
    "domains_with_spf": 612707,
    "domains_with_dmarc": 450119,
    "dmarc_enforced_pct": 47.36,
    "dmarc_by_policy": {
      "none": 228922,
      "reject": 113493,
      "quarantine": 112360,
      "invalid": 202
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.88
      },
      {
        "name": "Google Workspace",
        "pct": 21.63
      },
      {
        "name": "Microsoft 365",
        "pct": 16.58
      },
      {
        "name": "Unknown / Other",
        "pct": 7.81
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.74
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.68
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.56
      },
      {
        "name": "Mimecast",
        "pct": 1.56
      },
      {
        "name": "Hostinger",
        "pct": 1.17
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.79
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.73
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.57
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.51
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.47
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.41
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.38
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.37
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.75
      },
      {
        "name": "Mimecast",
        "pct": 1.44
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.59
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-12",
    "file": "2026-06-12.html",
    "domains_with_mx": 651025,
    "domains_with_spf": 612617,
    "domains_with_dmarc": 450275,
    "dmarc_enforced_pct": 47.33,
    "dmarc_by_policy": {
      "none": 229130,
      "reject": 113562,
      "quarantine": 112236,
      "invalid": 204
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.85
      },
      {
        "name": "Google Workspace",
        "pct": 21.63
      },
      {
        "name": "Microsoft 365",
        "pct": 16.57
      },
      {
        "name": "Unknown / Other",
        "pct": 7.82
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.73
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.68
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.56
      },
      {
        "name": "Mimecast",
        "pct": 1.56
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.79
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.57
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.51
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.46
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.41
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.37
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.76
      },
      {
        "name": "Mimecast",
        "pct": 1.44
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.59
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-13",
    "file": "2026-06-13.html",
    "domains_with_mx": 650753,
    "domains_with_spf": 612354,
    "domains_with_dmarc": 450350,
    "dmarc_enforced_pct": 47.34,
    "dmarc_by_policy": {
      "none": 229140,
      "reject": 113524,
      "quarantine": 112317,
      "invalid": 201
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.84
      },
      {
        "name": "Google Workspace",
        "pct": 21.62
      },
      {
        "name": "Microsoft 365",
        "pct": 16.57
      },
      {
        "name": "Unknown / Other",
        "pct": 7.82
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.73
      },
      {
        "name": "Proofpoint",
        "pct": 1.93
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.67
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.56
      },
      {
        "name": "Mimecast",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.79
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.57
      },
      {
        "name": "Barracuda",
        "pct": 0.52
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.51
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.46
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.46
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.41
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.66
      },
      {
        "name": "Mandrill",
        "pct": 3.37
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.1
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.76
      },
      {
        "name": "Mimecast",
        "pct": 1.44
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.59
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.35
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-14",
    "file": "2026-06-14.html",
    "domains_with_mx": 650734,
    "domains_with_spf": 612415,
    "domains_with_dmarc": 450426,
    "dmarc_enforced_pct": 47.32,
    "dmarc_by_policy": {
      "none": 229260,
      "reject": 113536,
      "quarantine": 112266,
      "invalid": 201
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.84
      },
      {
        "name": "Google Workspace",
        "pct": 21.62
      },
      {
        "name": "Microsoft 365",
        "pct": 16.57
      },
      {
        "name": "Unknown / Other",
        "pct": 7.82
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.73
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.7
      },
      {
        "name": "Yandex 360",
        "pct": 1.67
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.57
      },
      {
        "name": "Mimecast",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.79
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.57
      },
      {
        "name": "Barracuda",
        "pct": 0.52
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.51
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.46
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.46
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.41
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.06
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.66
      },
      {
        "name": "Mandrill",
        "pct": 3.37
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.1
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.76
      },
      {
        "name": "Mimecast",
        "pct": 1.44
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.59
      },
      {
        "name": "Constant Contact",
        "pct": 0.56
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.31
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-15",
    "file": "2026-06-15.html",
    "domains_with_mx": 662137,
    "domains_with_spf": 623017,
    "domains_with_dmarc": 457518,
    "dmarc_enforced_pct": 47.28,
    "dmarc_by_policy": {
      "none": 233072,
      "reject": 115354,
      "quarantine": 113790,
      "invalid": 207
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.89
      },
      {
        "name": "Google Workspace",
        "pct": 21.56
      },
      {
        "name": "Microsoft 365",
        "pct": 16.54
      },
      {
        "name": "Unknown / Other",
        "pct": 7.85
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.72
      },
      {
        "name": "Proofpoint",
        "pct": 1.91
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.66
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.57
      },
      {
        "name": "Mimecast",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.2
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.07
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.8
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.56
      },
      {
        "name": "Barracuda",
        "pct": 0.52
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.52
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.46
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.46
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.14
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.73
      },
      {
        "name": "Mailgun",
        "pct": 4.05
      },
      {
        "name": "Zendesk",
        "pct": 3.84
      },
      {
        "name": "Mailchimp",
        "pct": 3.65
      },
      {
        "name": "Mandrill",
        "pct": 3.35
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.09
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.77
      },
      {
        "name": "Mimecast",
        "pct": 1.44
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.25
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.18
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.81
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-16",
    "file": "2026-06-16.html",
    "domains_with_mx": 660933,
    "domains_with_spf": 621836,
    "domains_with_dmarc": 457121,
    "dmarc_enforced_pct": 47.36,
    "dmarc_by_policy": {
      "none": 232563,
      "reject": 115589,
      "quarantine": 113650,
      "invalid": 207
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.89
      },
      {
        "name": "Google Workspace",
        "pct": 21.58
      },
      {
        "name": "Microsoft 365",
        "pct": 16.59
      },
      {
        "name": "Unknown / Other",
        "pct": 7.87
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.73
      },
      {
        "name": "Proofpoint",
        "pct": 1.91
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.66
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.57
      },
      {
        "name": "Mimecast",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.17
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.81
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.56
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.52
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.46
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.42
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.74
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.85
      },
      {
        "name": "Mailchimp",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.37
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.1
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.76
      },
      {
        "name": "Mimecast",
        "pct": 1.44
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.39
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.12
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.17
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-17",
    "file": "2026-06-17.html",
    "domains_with_mx": 661091,
    "domains_with_spf": 621709,
    "domains_with_dmarc": 457192,
    "dmarc_enforced_pct": 47.34,
    "dmarc_by_policy": {
      "none": 232747,
      "reject": 115435,
      "quarantine": 113692,
      "invalid": 205
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.87
      },
      {
        "name": "Google Workspace",
        "pct": 21.59
      },
      {
        "name": "Microsoft 365",
        "pct": 16.6
      },
      {
        "name": "Unknown / Other",
        "pct": 7.88
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.73
      },
      {
        "name": "Proofpoint",
        "pct": 1.91
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.66
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.57
      },
      {
        "name": "Mimecast",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.81
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.56
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.52
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.46
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.42
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.74
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.85
      },
      {
        "name": "Mailchimp",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.1
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.77
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.14
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-18",
    "file": "2026-06-18.html",
    "domains_with_mx": 661882,
    "domains_with_spf": 622049,
    "domains_with_dmarc": 457475,
    "dmarc_enforced_pct": 47.3,
    "dmarc_by_policy": {
      "none": 233065,
      "reject": 115287,
      "quarantine": 113801,
      "invalid": 210
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.85
      },
      {
        "name": "Google Workspace",
        "pct": 21.6
      },
      {
        "name": "Microsoft 365",
        "pct": 16.6
      },
      {
        "name": "Unknown / Other",
        "pct": 7.9
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.72
      },
      {
        "name": "Proofpoint",
        "pct": 1.91
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.57
      },
      {
        "name": "Mimecast",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.81
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.56
      },
      {
        "name": "Barracuda",
        "pct": 0.52
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.52
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.45
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.42
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.85
      },
      {
        "name": "Mailchimp",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.37
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.77
      },
      {
        "name": "Mimecast",
        "pct": 1.44
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.59
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-19",
    "file": "2026-06-19.html",
    "domains_with_mx": 661817,
    "domains_with_spf": 621795,
    "domains_with_dmarc": 457460,
    "dmarc_enforced_pct": 47.29,
    "dmarc_by_policy": {
      "none": 233087,
      "reject": 115129,
      "quarantine": 113893,
      "invalid": 209
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.84
      },
      {
        "name": "Google Workspace",
        "pct": 21.62
      },
      {
        "name": "Microsoft 365",
        "pct": 16.6
      },
      {
        "name": "Unknown / Other",
        "pct": 7.91
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.72
      },
      {
        "name": "Proofpoint",
        "pct": 1.91
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.57
      },
      {
        "name": "Mimecast",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.81
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.52
      },
      {
        "name": "Barracuda",
        "pct": 0.52
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.44
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.42
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.3
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.85
      },
      {
        "name": "Mailchimp",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.37
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.77
      },
      {
        "name": "Mimecast",
        "pct": 1.44
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.59
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 30,
    "n_days_total": 30,
    "domains_with_mx_range": {
      "min": 649787,
      "max": 671597
    }
  },
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    "date": "2026-06-20",
    "file": "2026-06-20.html",
    "domains_with_mx": 669301,
    "domains_with_spf": 628455,
    "domains_with_dmarc": 461963,
    "dmarc_enforced_pct": 47.24,
    "dmarc_by_policy": {
      "none": 235610,
      "reject": 115930,
      "quarantine": 115108,
      "invalid": 214
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.87
      },
      {
        "name": "Google Workspace",
        "pct": 21.58
      },
      {
        "name": "Microsoft 365",
        "pct": 16.61
      },
      {
        "name": "Unknown / Other",
        "pct": 7.91
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.72
      },
      {
        "name": "Proofpoint",
        "pct": 1.91
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.71
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.57
      },
      {
        "name": "Mimecast",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.81
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.72
      },
      {
        "name": "OVH Mail",
        "pct": 0.69
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.56
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.53
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.43
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.42
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Namecheap PrivateEmail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.84
      },
      {
        "name": "Mailchimp",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.77
      },
      {
        "name": "Mimecast",
        "pct": 1.44
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.12
      },
      {
        "name": "MailChannels",
        "pct": 1.09
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.35
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.82
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.28
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.17
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-21",
    "file": "2026-06-21.html",
    "domains_with_mx": 667342,
    "domains_with_spf": 626553,
    "domains_with_dmarc": 460498,
    "dmarc_enforced_pct": 47.35,
    "dmarc_by_policy": {
      "none": 234306,
      "reject": 115848,
      "quarantine": 114989,
      "invalid": 209
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.87
      },
      {
        "name": "Google Workspace",
        "pct": 21.58
      },
      {
        "name": "Microsoft 365",
        "pct": 16.64
      },
      {
        "name": "Unknown / Other",
        "pct": 7.92
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.73
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.57
      },
      {
        "name": "Mimecast",
        "pct": 1.56
      },
      {
        "name": "Hostinger",
        "pct": 1.14
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.99
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.82
      },
      {
        "name": "GoDaddy",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.69
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.56
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.53
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.42
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.41
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "ProtonMail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.85
      },
      {
        "name": "Mailchimp",
        "pct": 3.7
      },
      {
        "name": "Mandrill",
        "pct": 3.38
      },
      {
        "name": "HubSpot",
        "pct": 3.2
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.77
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.59
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.2
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-22",
    "file": "2026-06-22.html",
    "domains_with_mx": 665950,
    "domains_with_spf": 625047,
    "domains_with_dmarc": 459343,
    "dmarc_enforced_pct": 47.39,
    "dmarc_by_policy": {
      "none": 233486,
      "reject": 115634,
      "quarantine": 114841,
      "invalid": 209
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.86
      },
      {
        "name": "Google Workspace",
        "pct": 21.58
      },
      {
        "name": "Microsoft 365",
        "pct": 16.65
      },
      {
        "name": "Unknown / Other",
        "pct": 7.92
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.73
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Yandex 360",
        "pct": 1.66
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.57
      },
      {
        "name": "Mimecast",
        "pct": 1.56
      },
      {
        "name": "Hostinger",
        "pct": 1.13
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.98
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.56
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.53
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.41
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "ProtonMail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.71
      },
      {
        "name": "Mandrill",
        "pct": 3.38
      },
      {
        "name": "HubSpot",
        "pct": 3.21
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.77
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.4
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.09
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.59
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.51
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-23",
    "file": "2026-06-23.html",
    "domains_with_mx": 665823,
    "domains_with_spf": 624757,
    "domains_with_dmarc": 459222,
    "dmarc_enforced_pct": 47.38,
    "dmarc_by_policy": {
      "none": 233468,
      "reject": 115540,
      "quarantine": 114826,
      "invalid": 209
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.84
      },
      {
        "name": "Google Workspace",
        "pct": 21.6
      },
      {
        "name": "Microsoft 365",
        "pct": 16.66
      },
      {
        "name": "Unknown / Other",
        "pct": 7.9
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.73
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.57
      },
      {
        "name": "Mimecast",
        "pct": 1.56
      },
      {
        "name": "Hostinger",
        "pct": 1.12
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.99
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.68
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.56
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.53
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.41
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "ProtonMail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.09
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.71
      },
      {
        "name": "Mandrill",
        "pct": 3.39
      },
      {
        "name": "HubSpot",
        "pct": 3.21
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.77
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.59
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.49
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-24",
    "file": "2026-06-24.html",
    "domains_with_mx": 665655,
    "domains_with_spf": 624551,
    "domains_with_dmarc": 459354,
    "dmarc_enforced_pct": 47.38,
    "dmarc_by_policy": {
      "none": 233593,
      "reject": 115565,
      "quarantine": 114791,
      "invalid": 206
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.84
      },
      {
        "name": "Google Workspace",
        "pct": 21.6
      },
      {
        "name": "Microsoft 365",
        "pct": 16.67
      },
      {
        "name": "Unknown / Other",
        "pct": 7.88
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.73
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.58
      },
      {
        "name": "Mimecast",
        "pct": 1.56
      },
      {
        "name": "Hostinger",
        "pct": 1.13
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.99
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.69
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.56
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.53
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "ProtonMail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.77
      },
      {
        "name": "Mailgun",
        "pct": 4.09
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.71
      },
      {
        "name": "Mandrill",
        "pct": 3.39
      },
      {
        "name": "HubSpot",
        "pct": 3.22
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.78
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.83
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-25",
    "file": "2026-06-25.html",
    "domains_with_mx": 665951,
    "domains_with_spf": 624772,
    "domains_with_dmarc": 459576,
    "dmarc_enforced_pct": 47.37,
    "dmarc_by_policy": {
      "none": 233711,
      "reject": 115526,
      "quarantine": 114921,
      "invalid": 205
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.84
      },
      {
        "name": "Google Workspace",
        "pct": 21.6
      },
      {
        "name": "Microsoft 365",
        "pct": 16.66
      },
      {
        "name": "Unknown / Other",
        "pct": 7.87
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.73
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.58
      },
      {
        "name": "Mimecast",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.13
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.99
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.69
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.55
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.53
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "ProtonMail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.77
      },
      {
        "name": "Mailgun",
        "pct": 4.09
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.71
      },
      {
        "name": "Mandrill",
        "pct": 3.39
      },
      {
        "name": "HubSpot",
        "pct": 3.22
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.78
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.84
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-26",
    "file": "2026-06-26.html",
    "domains_with_mx": 666177,
    "domains_with_spf": 624950,
    "domains_with_dmarc": 459696,
    "dmarc_enforced_pct": 47.37,
    "dmarc_by_policy": {
      "none": 233763,
      "reject": 115502,
      "quarantine": 115004,
      "invalid": 205
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.82
      },
      {
        "name": "Google Workspace",
        "pct": 21.6
      },
      {
        "name": "Microsoft 365",
        "pct": 16.66
      },
      {
        "name": "Unknown / Other",
        "pct": 7.87
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.74
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.58
      },
      {
        "name": "Mimecast",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.13
      },
      {
        "name": "Zoho Mail",
        "pct": 1.0
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.99
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.69
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.55
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.53
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "ProtonMail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.77
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.71
      },
      {
        "name": "Mandrill",
        "pct": 3.38
      },
      {
        "name": "HubSpot",
        "pct": 3.22
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.78
      },
      {
        "name": "Mimecast",
        "pct": 1.45
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.84
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-27",
    "file": "2026-06-27.html",
    "domains_with_mx": 666220,
    "domains_with_spf": 624986,
    "domains_with_dmarc": 459796,
    "dmarc_enforced_pct": 47.37,
    "dmarc_by_policy": {
      "none": 233835,
      "reject": 115471,
      "quarantine": 115080,
      "invalid": 205
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.79
      },
      {
        "name": "Google Workspace",
        "pct": 21.6
      },
      {
        "name": "Microsoft 365",
        "pct": 16.68
      },
      {
        "name": "Unknown / Other",
        "pct": 7.87
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.74
      },
      {
        "name": "Proofpoint",
        "pct": 1.92
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.58
      },
      {
        "name": "Mimecast",
        "pct": 1.55
      },
      {
        "name": "Hostinger",
        "pct": 1.13
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.99
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.84
      },
      {
        "name": "GoDaddy",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.69
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.55
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.53
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.41
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "ProtonMail",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.7
      },
      {
        "name": "Mandrill",
        "pct": 3.38
      },
      {
        "name": "HubSpot",
        "pct": 3.22
      },
      {
        "name": "Salesforce",
        "pct": 2.63
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.78
      },
      {
        "name": "Mimecast",
        "pct": 1.44
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.27
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.7
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.84
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "RetailCRM",
        "pct": 0.08
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-28",
    "file": "2026-06-28.html",
    "domains_with_mx": 667370,
    "domains_with_spf": 626001,
    "domains_with_dmarc": 460354,
    "dmarc_enforced_pct": 47.32,
    "dmarc_by_policy": {
      "none": 234348,
      "reject": 115407,
      "quarantine": 115203,
      "invalid": 205
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.79
      },
      {
        "name": "Google Workspace",
        "pct": 21.59
      },
      {
        "name": "Microsoft 365",
        "pct": 16.67
      },
      {
        "name": "Unknown / Other",
        "pct": 7.86
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.74
      },
      {
        "name": "Proofpoint",
        "pct": 1.91
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.58
      },
      {
        "name": "Mimecast",
        "pct": 1.54
      },
      {
        "name": "Hostinger",
        "pct": 1.14
      },
      {
        "name": "Zoho Mail",
        "pct": 1.01
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 0.99
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.84
      },
      {
        "name": "GoDaddy",
        "pct": 0.73
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.69
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.55
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.41
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.41
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.85
      },
      {
        "name": "Mailchimp",
        "pct": 3.7
      },
      {
        "name": "Mandrill",
        "pct": 3.38
      },
      {
        "name": "HubSpot",
        "pct": 3.21
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.78
      },
      {
        "name": "Mimecast",
        "pct": 1.44
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.1
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.7
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.84
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.8
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.72
      },
      {
        "name": "KnowBe4",
        "pct": 0.57
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "RetailCRM",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-29",
    "file": "2026-06-29.html",
    "domains_with_mx": 671597,
    "domains_with_spf": 630016,
    "domains_with_dmarc": 463035,
    "dmarc_enforced_pct": 47.15,
    "dmarc_by_policy": {
      "none": 236598,
      "quarantine": 115650,
      "reject": 115495,
      "invalid": 201
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.89
      },
      {
        "name": "Google Workspace",
        "pct": 21.57
      },
      {
        "name": "Microsoft 365",
        "pct": 16.62
      },
      {
        "name": "Unknown / Other",
        "pct": 7.85
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.74
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Yandex 360",
        "pct": 1.63
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.58
      },
      {
        "name": "Mimecast",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.17
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.69
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.54
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.43
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.41
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.41
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.26
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.74
      },
      {
        "name": "Mailgun",
        "pct": 4.07
      },
      {
        "name": "Zendesk",
        "pct": 3.82
      },
      {
        "name": "Mailchimp",
        "pct": 3.68
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.6
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.78
      },
      {
        "name": "Mimecast",
        "pct": 1.43
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.7
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.55
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.35
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.84
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-06-30",
    "file": "2026-06-30.html",
    "domains_with_mx": 665299,
    "domains_with_spf": 624066,
    "domains_with_dmarc": 458886,
    "dmarc_enforced_pct": 47.17,
    "dmarc_by_policy": {
      "none": 234405,
      "quarantine": 114726,
      "reject": 114410,
      "invalid": 202
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.84
      },
      {
        "name": "Google Workspace",
        "pct": 21.61
      },
      {
        "name": "Microsoft 365",
        "pct": 16.62
      },
      {
        "name": "Unknown / Other",
        "pct": 7.83
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.75
      },
      {
        "name": "Proofpoint",
        "pct": 1.91
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.72
      },
      {
        "name": "Yandex 360",
        "pct": 1.63
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.58
      },
      {
        "name": "Mimecast",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.74
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.69
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.42
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.41
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.41
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.25
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.74
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.84
      },
      {
        "name": "Mailchimp",
        "pct": 3.68
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.78
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.26
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.35
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.85
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.1
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-01",
    "file": "2026-07-01.html",
    "domains_with_mx": 664715,
    "domains_with_spf": 623370,
    "domains_with_dmarc": 459124,
    "dmarc_enforced_pct": 47.16,
    "dmarc_by_policy": {
      "none": 234559,
      "quarantine": 114824,
      "reject": 114390,
      "invalid": 205
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.84
      },
      {
        "name": "Google Workspace",
        "pct": 21.64
      },
      {
        "name": "Microsoft 365",
        "pct": 16.65
      },
      {
        "name": "Unknown / Other",
        "pct": 7.82
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.74
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Yandex 360",
        "pct": 1.63
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.58
      },
      {
        "name": "Mimecast",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Zoho Mail",
        "pct": 1.02
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.7
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.54
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.54
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.42
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.41
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.41
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.74
      },
      {
        "name": "Mailgun",
        "pct": 4.09
      },
      {
        "name": "Zendesk",
        "pct": 3.84
      },
      {
        "name": "Mailchimp",
        "pct": 3.68
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.79
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.27
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.12
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.85
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-02",
    "file": "2026-07-02.html",
    "domains_with_mx": 664961,
    "domains_with_spf": 623597,
    "domains_with_dmarc": 459676,
    "dmarc_enforced_pct": 47.16,
    "dmarc_by_policy": {
      "none": 234837,
      "quarantine": 114973,
      "reject": 114528,
      "invalid": 205
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.77
      },
      {
        "name": "Google Workspace",
        "pct": 21.66
      },
      {
        "name": "Microsoft 365",
        "pct": 16.66
      },
      {
        "name": "Unknown / Other",
        "pct": 7.85
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.75
      },
      {
        "name": "Proofpoint",
        "pct": 1.91
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Yandex 360",
        "pct": 1.63
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.58
      },
      {
        "name": "Mimecast",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.17
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.7
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.54
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.54
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.41
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.41
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.74
      },
      {
        "name": "Mailgun",
        "pct": 4.09
      },
      {
        "name": "Zendesk",
        "pct": 3.84
      },
      {
        "name": "Mailchimp",
        "pct": 3.68
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.19
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.79
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.27
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.12
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.85
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.19
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-03",
    "file": "2026-07-03.html",
    "domains_with_mx": 664686,
    "domains_with_spf": 623266,
    "domains_with_dmarc": 459738,
    "dmarc_enforced_pct": 47.13,
    "dmarc_by_policy": {
      "none": 235001,
      "quarantine": 115043,
      "reject": 114343,
      "invalid": 207
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.76
      },
      {
        "name": "Google Workspace",
        "pct": 21.67
      },
      {
        "name": "Microsoft 365",
        "pct": 16.66
      },
      {
        "name": "Unknown / Other",
        "pct": 7.84
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.75
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Yandex 360",
        "pct": 1.63
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.58
      },
      {
        "name": "Mimecast",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.17
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.02
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.7
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.54
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.54
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.42
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.42
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.41
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.74
      },
      {
        "name": "Mailgun",
        "pct": 4.09
      },
      {
        "name": "Zendesk",
        "pct": 3.85
      },
      {
        "name": "Mailchimp",
        "pct": 3.68
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.19
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.79
      },
      {
        "name": "Mimecast",
        "pct": 1.43
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.27
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.13
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.86
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-04",
    "file": "2026-07-04.html",
    "domains_with_mx": 665047,
    "domains_with_spf": 623765,
    "domains_with_dmarc": 460234,
    "dmarc_enforced_pct": 47.04,
    "dmarc_by_policy": {
      "none": 235737,
      "quarantine": 115186,
      "reject": 113982,
      "invalid": 207
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.73
      },
      {
        "name": "Google Workspace",
        "pct": 21.66
      },
      {
        "name": "Microsoft 365",
        "pct": 16.64
      },
      {
        "name": "Unknown / Other",
        "pct": 7.81
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.75
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.73
      },
      {
        "name": "Yandex 360",
        "pct": 1.63
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.59
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.21
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.07
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.7
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.54
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.52
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.42
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.42
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.73
      },
      {
        "name": "Mailgun",
        "pct": 4.08
      },
      {
        "name": "Zendesk",
        "pct": 3.84
      },
      {
        "name": "Mailchimp",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.35
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.6
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.11
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.8
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.27
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.19
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.85
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-05",
    "file": "2026-07-05.html",
    "domains_with_mx": 654926,
    "domains_with_spf": 614272,
    "domains_with_dmarc": 454482,
    "dmarc_enforced_pct": 47.01,
    "dmarc_by_policy": {
      "none": 232885,
      "quarantine": 113862,
      "reject": 112351,
      "invalid": 203
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.53
      },
      {
        "name": "Google Workspace",
        "pct": 21.75
      },
      {
        "name": "Microsoft 365",
        "pct": 16.68
      },
      {
        "name": "Unknown / Other",
        "pct": 7.79
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.76
      },
      {
        "name": "Proofpoint",
        "pct": 1.91
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.74
      },
      {
        "name": "Yandex 360",
        "pct": 1.63
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.6
      },
      {
        "name": "Mimecast",
        "pct": 1.53
      },
      {
        "name": "Hostinger",
        "pct": 1.21
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.7
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.54
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.52
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.41
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.21
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.1
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.37
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.8
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.42
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.27
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.18
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.38
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.86
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-06",
    "file": "2026-07-06.html",
    "domains_with_mx": 655261,
    "domains_with_spf": 614575,
    "domains_with_dmarc": 454698,
    "dmarc_enforced_pct": 46.98,
    "dmarc_by_policy": {
      "none": 233144,
      "quarantine": 113901,
      "reject": 112282,
      "invalid": 203
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.51
      },
      {
        "name": "Google Workspace",
        "pct": 21.76
      },
      {
        "name": "Microsoft 365",
        "pct": 16.68
      },
      {
        "name": "Unknown / Other",
        "pct": 7.77
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.76
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.74
      },
      {
        "name": "Yandex 360",
        "pct": 1.63
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.6
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.21
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.75
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.7
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.54
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.52
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.41
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.21
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.37
      },
      {
        "name": "HubSpot",
        "pct": 3.19
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.81
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.27
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.18
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.34
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.86
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-07",
    "file": "2026-07-07.html",
    "domains_with_mx": 655988,
    "domains_with_spf": 615231,
    "domains_with_dmarc": 455242,
    "dmarc_enforced_pct": 46.99,
    "dmarc_by_policy": {
      "none": 233427,
      "quarantine": 113989,
      "reject": 112456,
      "invalid": 201
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.5
      },
      {
        "name": "Google Workspace",
        "pct": 21.76
      },
      {
        "name": "Microsoft 365",
        "pct": 16.68
      },
      {
        "name": "Unknown / Other",
        "pct": 7.77
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.76
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.63
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.6
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.21
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.7
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.55
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.41
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.21
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.74
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.81
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.42
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.28
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.18
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.86
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.3
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-08",
    "file": "2026-07-08.html",
    "domains_with_mx": 656808,
    "domains_with_spf": 615969,
    "domains_with_dmarc": 456011,
    "dmarc_enforced_pct": 46.97,
    "dmarc_by_policy": {
      "none": 233888,
      "quarantine": 114228,
      "reject": 112532,
      "invalid": 204
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.48
      },
      {
        "name": "Google Workspace",
        "pct": 21.76
      },
      {
        "name": "Microsoft 365",
        "pct": 16.7
      },
      {
        "name": "Unknown / Other",
        "pct": 7.75
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.76
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.6
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.21
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.71
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.55
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.41
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.32
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.22
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.74
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.8
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.42
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.28
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.86
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.2
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-09",
    "file": "2026-07-09.html",
    "domains_with_mx": 657304,
    "domains_with_spf": 616494,
    "domains_with_dmarc": 456363,
    "dmarc_enforced_pct": 46.98,
    "dmarc_by_policy": {
      "none": 234043,
      "quarantine": 114341,
      "reject": 112625,
      "invalid": 205
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.47
      },
      {
        "name": "Google Workspace",
        "pct": 21.76
      },
      {
        "name": "Microsoft 365",
        "pct": 16.71
      },
      {
        "name": "Unknown / Other",
        "pct": 7.76
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.76
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.59
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.21
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.71
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.55
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.41
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.32
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.27
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.22
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.74
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.8
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.42
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.28
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.86
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.21
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-10",
    "file": "2026-07-10.html",
    "domains_with_mx": 657207,
    "domains_with_spf": 616333,
    "domains_with_dmarc": 456411,
    "dmarc_enforced_pct": 46.98,
    "dmarc_by_policy": {
      "none": 234010,
      "quarantine": 114392,
      "reject": 112651,
      "invalid": 205
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.46
      },
      {
        "name": "Google Workspace",
        "pct": 21.78
      },
      {
        "name": "Microsoft 365",
        "pct": 16.72
      },
      {
        "name": "Unknown / Other",
        "pct": 7.75
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.76
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.76
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.59
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.2
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.04
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "OVH Mail",
        "pct": 0.71
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.55
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.27
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.22
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.8
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.42
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.28
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.3
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "BigCommerce",
        "pct": 0.21
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-11",
    "file": "2026-07-11.html",
    "domains_with_mx": 657701,
    "domains_with_spf": 616967,
    "domains_with_dmarc": 457060,
    "dmarc_enforced_pct": 46.97,
    "dmarc_by_policy": {
      "none": 234391,
      "quarantine": 114488,
      "reject": 112817,
      "invalid": 203
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.45
      },
      {
        "name": "Google Workspace",
        "pct": 21.79
      },
      {
        "name": "Microsoft 365",
        "pct": 16.73
      },
      {
        "name": "Unknown / Other",
        "pct": 7.75
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.6
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.2
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.04
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.71
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.55
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.32
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.27
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.22
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.8
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.43
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.28
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.48
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.21
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-12",
    "file": "2026-07-12.html",
    "domains_with_mx": 658108,
    "domains_with_spf": 617244,
    "domains_with_dmarc": 457168,
    "dmarc_enforced_pct": 46.96,
    "dmarc_by_policy": {
      "none": 234489,
      "quarantine": 114533,
      "reject": 112774,
      "invalid": 204
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.43
      },
      {
        "name": "Google Workspace",
        "pct": 21.78
      },
      {
        "name": "Microsoft 365",
        "pct": 16.73
      },
      {
        "name": "Unknown / Other",
        "pct": 7.76
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.77
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.59
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.2
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.71
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.55
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.4
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Beget (RU)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.27
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.21
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.87
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.8
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.43
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.28
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      },
      {
        "name": "Barracuda Essentials",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.21
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-13",
    "file": "2026-07-13.html",
    "domains_with_mx": 658711,
    "domains_with_spf": 617702,
    "domains_with_dmarc": 457412,
    "dmarc_enforced_pct": 46.93,
    "dmarc_by_policy": {
      "none": 234765,
      "quarantine": 114653,
      "reject": 112611,
      "invalid": 203
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.44
      },
      {
        "name": "Google Workspace",
        "pct": 21.78
      },
      {
        "name": "Microsoft 365",
        "pct": 16.74
      },
      {
        "name": "Unknown / Other",
        "pct": 7.54
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.57
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.6
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.2
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.71
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.61
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.4
      },
      {
        "name": "Beget (RU)",
        "pct": 0.35
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.33
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.32
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.27
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.21
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.18
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.8
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.43
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.28
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Proofpoint",
        "pct": 0.93
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.53
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.22
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-14",
    "file": "2026-07-14.html",
    "domains_with_mx": 659112,
    "domains_with_spf": 618197,
    "domains_with_dmarc": 457881,
    "dmarc_enforced_pct": 46.92,
    "dmarc_by_policy": {
      "none": 235056,
      "quarantine": 114746,
      "reject": 112710,
      "invalid": 204
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.41
      },
      {
        "name": "Google Workspace",
        "pct": 21.79
      },
      {
        "name": "Microsoft 365",
        "pct": 16.75
      },
      {
        "name": "Unknown / Other",
        "pct": 7.54
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.58
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.6
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.2
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.05
      },
      {
        "name": "Zoho Mail",
        "pct": 1.04
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.71
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.61
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.4
      },
      {
        "name": "Beget (RU)",
        "pct": 0.35
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.32
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.28
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.27
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.21
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.8
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.43
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.28
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.16
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Proofpoint",
        "pct": 0.93
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.57
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.79
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.22
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-15",
    "file": "2026-07-15.html",
    "domains_with_mx": 659420,
    "domains_with_spf": 618461,
    "domains_with_dmarc": 458271,
    "dmarc_enforced_pct": 46.91,
    "dmarc_by_policy": {
      "none": 235327,
      "quarantine": 114844,
      "reject": 112725,
      "invalid": 205
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.41
      },
      {
        "name": "Google Workspace",
        "pct": 21.79
      },
      {
        "name": "Microsoft 365",
        "pct": 16.76
      },
      {
        "name": "Unknown / Other",
        "pct": 7.51
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.57
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.6
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.2
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.04
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.84
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.72
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.61
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.44
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.4
      },
      {
        "name": "Beget (RU)",
        "pct": 0.35
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.32
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.28
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.21
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.12
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.81
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.43
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.29
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Proofpoint",
        "pct": 0.93
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.22
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-16",
    "file": "2026-07-16.html",
    "domains_with_mx": 659459,
    "domains_with_spf": 618470,
    "domains_with_dmarc": 458371,
    "dmarc_enforced_pct": 46.9,
    "dmarc_by_policy": {
      "none": 235378,
      "quarantine": 114966,
      "reject": 112643,
      "invalid": 208
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.39
      },
      {
        "name": "Google Workspace",
        "pct": 21.8
      },
      {
        "name": "Microsoft 365",
        "pct": 16.76
      },
      {
        "name": "Unknown / Other",
        "pct": 7.51
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.57
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.6
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.2
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.04
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.72
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.61
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.45
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.39
      },
      {
        "name": "Beget (RU)",
        "pct": 0.35
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.21
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.12
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.8
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.43
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.28
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Proofpoint",
        "pct": 0.93
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.47
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.22
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-17",
    "file": "2026-07-17.html",
    "domains_with_mx": 659253,
    "domains_with_spf": 618231,
    "domains_with_dmarc": 458289,
    "dmarc_enforced_pct": 46.87,
    "dmarc_by_policy": {
      "none": 235464,
      "quarantine": 114941,
      "reject": 112514,
      "invalid": 207
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.38
      },
      {
        "name": "Google Workspace",
        "pct": 21.81
      },
      {
        "name": "Microsoft 365",
        "pct": 16.76
      },
      {
        "name": "Unknown / Other",
        "pct": 7.51
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.57
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.6
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.2
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.04
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.72
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.61
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.45
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.39
      },
      {
        "name": "Beget (RU)",
        "pct": 0.35
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.21
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.12
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.81
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.43
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.28
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Proofpoint",
        "pct": 0.94
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.29
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.23
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-18",
    "file": "2026-07-18.html",
    "domains_with_mx": 659259,
    "domains_with_spf": 618271,
    "domains_with_dmarc": 458467,
    "dmarc_enforced_pct": 46.86,
    "dmarc_by_policy": {
      "none": 235635,
      "quarantine": 115027,
      "reject": 112440,
      "invalid": 210
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.36
      },
      {
        "name": "Google Workspace",
        "pct": 21.82
      },
      {
        "name": "Microsoft 365",
        "pct": 16.76
      },
      {
        "name": "Unknown / Other",
        "pct": 7.5
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.58
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.61
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.21
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.04
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.72
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.61
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.45
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.39
      },
      {
        "name": "Beget (RU)",
        "pct": 0.35
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.21
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.12
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.81
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.44
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.29
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Proofpoint",
        "pct": 0.94
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.23
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok",
    "aggregation": "monthly_medoid",
    "n_days_ok": 24,
    "n_days_total": 24,
    "domains_with_mx_range": {
      "min": 654926,
      "max": 668961
    }
  },
  {
    "date": "2026-07-19",
    "file": "2026-07-19.html",
    "domains_with_mx": 659183,
    "domains_with_spf": 618199,
    "domains_with_dmarc": 458413,
    "dmarc_enforced_pct": 46.83,
    "dmarc_by_policy": {
      "none": 235735,
      "quarantine": 115064,
      "reject": 112239,
      "invalid": 210
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.36
      },
      {
        "name": "Google Workspace",
        "pct": 21.83
      },
      {
        "name": "Microsoft 365",
        "pct": 16.77
      },
      {
        "name": "Unknown / Other",
        "pct": 7.47
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.58
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.61
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.21
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.06
      },
      {
        "name": "Zoho Mail",
        "pct": 1.04
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.72
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.71
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.61
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.45
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.39
      },
      {
        "name": "Beget (RU)",
        "pct": 0.35
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.22
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.76
      },
      {
        "name": "Mailgun",
        "pct": 4.12
      },
      {
        "name": "Zendesk",
        "pct": 3.86
      },
      {
        "name": "Mailchimp",
        "pct": 3.7
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.62
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.81
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.44
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.29
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.17
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Proofpoint",
        "pct": 0.94
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.36
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.34
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.23
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-20",
    "file": "2026-07-20.html",
    "domains_with_mx": 668961,
    "domains_with_spf": 627463,
    "domains_with_dmarc": 463515,
    "dmarc_enforced_pct": 46.79,
    "dmarc_by_policy": {
      "none": 238516,
      "quarantine": 116295,
      "reject": 113380,
      "invalid": 215
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.57
      },
      {
        "name": "Google Workspace",
        "pct": 21.73
      },
      {
        "name": "Microsoft 365",
        "pct": 16.72
      },
      {
        "name": "Unknown / Other",
        "pct": 7.46
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.57
      },
      {
        "name": "Proofpoint",
        "pct": 1.89
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.74
      },
      {
        "name": "Yandex 360",
        "pct": 1.64
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.6
      },
      {
        "name": "Mimecast",
        "pct": 1.51
      },
      {
        "name": "Hostinger",
        "pct": 1.2
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.07
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.72
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.7
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.61
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.53
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.45
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.39
      },
      {
        "name": "Beget (RU)",
        "pct": 0.35
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.17
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.73
      },
      {
        "name": "Mailgun",
        "pct": 4.1
      },
      {
        "name": "Zendesk",
        "pct": 3.83
      },
      {
        "name": "Mailchimp",
        "pct": 3.67
      },
      {
        "name": "Mandrill",
        "pct": 3.34
      },
      {
        "name": "HubSpot",
        "pct": 3.15
      },
      {
        "name": "Salesforce",
        "pct": 2.6
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.12
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.81
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.43
      },
      {
        "name": "Mimecast",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.28
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.18
      },
      {
        "name": "MailChannels",
        "pct": 1.08
      },
      {
        "name": "Proofpoint",
        "pct": 0.93
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.57
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.7
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.33
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.23
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.17
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-21",
    "file": "2026-07-21.html",
    "domains_with_mx": 667464,
    "domains_with_spf": 626022,
    "domains_with_dmarc": 462558,
    "dmarc_enforced_pct": 46.88,
    "dmarc_by_policy": {
      "none": 237579,
      "quarantine": 116065,
      "reject": 113576,
      "invalid": 210
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.62
      },
      {
        "name": "Google Workspace",
        "pct": 21.73
      },
      {
        "name": "Microsoft 365",
        "pct": 16.76
      },
      {
        "name": "Unknown / Other",
        "pct": 7.49
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.57
      },
      {
        "name": "Proofpoint",
        "pct": 1.89
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.6
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.72
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.7
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.61
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.54
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.42
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.39
      },
      {
        "name": "Beget (RU)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.74
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.84
      },
      {
        "name": "Mailchimp",
        "pct": 3.69
      },
      {
        "name": "Mandrill",
        "pct": 3.35
      },
      {
        "name": "HubSpot",
        "pct": 3.16
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.8
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.44
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.28
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Proofpoint",
        "pct": 0.93
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.33
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.29
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.24
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.17
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-22",
    "file": "2026-07-22.html",
    "domains_with_mx": 667580,
    "domains_with_spf": 626173,
    "domains_with_dmarc": 462791,
    "dmarc_enforced_pct": 46.9,
    "dmarc_by_policy": {
      "none": 237616,
      "quarantine": 116124,
      "reject": 113712,
      "invalid": 213
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.63
      },
      {
        "name": "Google Workspace",
        "pct": 21.74
      },
      {
        "name": "Microsoft 365",
        "pct": 16.76
      },
      {
        "name": "Unknown / Other",
        "pct": 7.47
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.57
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.61
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.72
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.7
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.61
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.54
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.42
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.39
      },
      {
        "name": "Beget (RU)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.18
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.83
      },
      {
        "name": "Mailchimp",
        "pct": 3.68
      },
      {
        "name": "Mandrill",
        "pct": 3.36
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.81
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.44
      },
      {
        "name": "Mimecast",
        "pct": 1.42
      },
      {
        "name": "MailerSend",
        "pct": 1.29
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Proofpoint",
        "pct": 0.93
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.33
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.29
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.24
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-23",
    "file": "2026-07-23.html",
    "domains_with_mx": 668612,
    "domains_with_spf": 627156,
    "domains_with_dmarc": 463544,
    "dmarc_enforced_pct": 46.92,
    "dmarc_by_policy": {
      "none": 237933,
      "quarantine": 116327,
      "reject": 113942,
      "invalid": 211
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.63
      },
      {
        "name": "Google Workspace",
        "pct": 21.73
      },
      {
        "name": "Microsoft 365",
        "pct": 16.76
      },
      {
        "name": "Unknown / Other",
        "pct": 7.49
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.57
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.61
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.72
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.7
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.61
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.54
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.42
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.39
      },
      {
        "name": "Beget (RU)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.19
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.83
      },
      {
        "name": "Mailchimp",
        "pct": 3.68
      },
      {
        "name": "Mandrill",
        "pct": 3.35
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.81
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.44
      },
      {
        "name": "Mimecast",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.29
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Proofpoint",
        "pct": 0.93
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.33
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.24
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.17
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.16
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-24",
    "file": "2026-07-24.html",
    "domains_with_mx": 668195,
    "domains_with_spf": 626838,
    "domains_with_dmarc": 463497,
    "dmarc_enforced_pct": 46.99,
    "dmarc_by_policy": {
      "none": 237593,
      "quarantine": 116415,
      "reject": 114125,
      "invalid": 210
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.6
      },
      {
        "name": "Google Workspace",
        "pct": 21.73
      },
      {
        "name": "Microsoft 365",
        "pct": 16.77
      },
      {
        "name": "Unknown / Other",
        "pct": 7.5
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.57
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.75
      },
      {
        "name": "Yandex 360",
        "pct": 1.65
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.61
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.18
      },
      {
        "name": "Zoho Mail",
        "pct": 1.03
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.0
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.83
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.72
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.7
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.61
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.54
      },
      {
        "name": "Barracuda",
        "pct": 0.53
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.43
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.42
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.4
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.39
      },
      {
        "name": "Beget (RU)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.34
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.31
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.19
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.75
      },
      {
        "name": "Mailgun",
        "pct": 4.11
      },
      {
        "name": "Zendesk",
        "pct": 3.83
      },
      {
        "name": "Mailchimp",
        "pct": 3.68
      },
      {
        "name": "Mandrill",
        "pct": 3.35
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.61
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.81
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.44
      },
      {
        "name": "Mimecast",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.29
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Proofpoint",
        "pct": 0.93
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.33
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.24
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.18
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.16
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.09
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "names_measured": null,
    "domains_resolved": null,
    "domains_with_null_mx": null,
    "methodology_version": null,
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  },
  {
    "date": "2026-07-25",
    "file": "2026-07-25.html",
    "domains_with_mx": 671693,
    "domains_with_spf": 634220,
    "domains_with_dmarc": 468749,
    "dmarc_enforced_pct": 46.95,
    "dmarc_by_policy": {
      "none": 240480,
      "quarantine": 117652,
      "reject": 115301,
      "invalid": 210
    },
    "top_mailbox": [
      {
        "name": "Self-Hosted",
        "pct": 22.79
      },
      {
        "name": "Google Workspace",
        "pct": 21.83
      },
      {
        "name": "Microsoft 365",
        "pct": 16.87
      },
      {
        "name": "Unknown / Other",
        "pct": 6.8
      },
      {
        "name": "Generic / unmatched (mx*.*)",
        "pct": 2.55
      },
      {
        "name": "Proofpoint",
        "pct": 1.9
      },
      {
        "name": "Generic / unmatched (mail.*)",
        "pct": 1.76
      },
      {
        "name": "Yandex 360",
        "pct": 1.67
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.63
      },
      {
        "name": "Mimecast",
        "pct": 1.52
      },
      {
        "name": "Hostinger",
        "pct": 1.19
      },
      {
        "name": "Zoho Mail",
        "pct": 1.04
      },
      {
        "name": "Namecheap Email Forwarding",
        "pct": 1.01
      },
      {
        "name": "QQ Mail (Tencent)",
        "pct": 0.84
      },
      {
        "name": "GoDaddy",
        "pct": 0.76
      },
      {
        "name": "OVH Mail",
        "pct": 0.72
      },
      {
        "name": "Amazon WorkMail",
        "pct": 0.7
      },
      {
        "name": "1&1 IONOS",
        "pct": 0.64
      },
      {
        "name": "Mail.ru for Business",
        "pct": 0.54
      },
      {
        "name": "Barracuda",
        "pct": 0.54
      },
      {
        "name": "Proofpoint Essentials",
        "pct": 0.44
      },
      {
        "name": "Jellyfish (Namecheap)",
        "pct": 0.42
      },
      {
        "name": "SpamExperts (SolarWinds)",
        "pct": 0.41
      },
      {
        "name": "Cisco IronPort",
        "pct": 0.39
      },
      {
        "name": "Beget (RU)",
        "pct": 0.36
      },
      {
        "name": "Mailgun (inbound)",
        "pct": 0.35
      },
      {
        "name": "Rackspace Email",
        "pct": 0.34
      },
      {
        "name": "Alibaba Mail (China)",
        "pct": 0.32
      },
      {
        "name": "Zoho Mail (EU)",
        "pct": 0.27
      },
      {
        "name": "Hosted Email (Rackspace/IONOS)",
        "pct": 0.26
      }
    ],
    "top_esps": [
      {
        "name": "Amazon SES",
        "pct": 6.16
      },
      {
        "name": "SendGrid (Twilio)",
        "pct": 4.74
      },
      {
        "name": "Mailgun",
        "pct": 4.1
      },
      {
        "name": "Zendesk",
        "pct": 3.81
      },
      {
        "name": "Mailchimp",
        "pct": 3.68
      },
      {
        "name": "Mandrill",
        "pct": 3.35
      },
      {
        "name": "HubSpot",
        "pct": 3.17
      },
      {
        "name": "Salesforce",
        "pct": 2.6
      },
      {
        "name": "Mailjet (Sinch)",
        "pct": 2.13
      },
      {
        "name": "Cloudflare Email Routing",
        "pct": 1.82
      },
      {
        "name": "Brevo (ex-Sendinblue)",
        "pct": 1.44
      },
      {
        "name": "Mimecast",
        "pct": 1.41
      },
      {
        "name": "MailerSend",
        "pct": 1.29
      },
      {
        "name": "Namecheap Forwarding",
        "pct": 1.11
      },
      {
        "name": "MailChannels",
        "pct": 1.07
      },
      {
        "name": "Proofpoint",
        "pct": 0.94
      },
      {
        "name": "Elastic Email",
        "pct": 0.71
      },
      {
        "name": "Constant Contact",
        "pct": 0.58
      },
      {
        "name": "Unisender (RU)",
        "pct": 0.58
      },
      {
        "name": "Campaign Monitor",
        "pct": 0.56
      },
      {
        "name": "Marketo (Adobe)",
        "pct": 0.52
      },
      {
        "name": "Zoho Campaigns",
        "pct": 0.52
      },
      {
        "name": "Emsd1 (transactional)",
        "pct": 0.48
      },
      {
        "name": "Postmark",
        "pct": 0.47
      },
      {
        "name": "SendPulse",
        "pct": 0.46
      },
      {
        "name": "Exclaimer (signatures)",
        "pct": 0.43
      },
      {
        "name": "Zoho ZeptoMail",
        "pct": 0.42
      },
      {
        "name": "SparkPost",
        "pct": 0.42
      },
      {
        "name": "Help Scout",
        "pct": 0.37
      },
      {
        "name": "Salesforce Marketing Cloud",
        "pct": 0.35
      }
    ],
    "top_saas": [
      {
        "name": "Shopify",
        "pct": 0.87
      },
      {
        "name": "Pardot (Salesforce)",
        "pct": 0.78
      },
      {
        "name": "CodeTwo Email Signatures 365",
        "pct": 0.71
      },
      {
        "name": "KnowBe4",
        "pct": 0.56
      },
      {
        "name": "Statuspage (Atlassian)",
        "pct": 0.33
      },
      {
        "name": "Trustpilot",
        "pct": 0.3
      },
      {
        "name": "Firebase (Google)",
        "pct": 0.29
      },
      {
        "name": "Atlassian (Jira/Confluence)",
        "pct": 0.29
      },
      {
        "name": "BigCommerce",
        "pct": 0.24
      },
      {
        "name": "Lark / Feishu",
        "pct": 0.21
      },
      {
        "name": "Sage Intacct",
        "pct": 0.18
      },
      {
        "name": "NetSuite (Oracle)",
        "pct": 0.18
      },
      {
        "name": "Qualtrics",
        "pct": 0.17
      },
      {
        "name": "Oracle Cloud Email",
        "pct": 0.17
      },
      {
        "name": "WordPress.com / WP Cloud",
        "pct": 0.15
      },
      {
        "name": "SAP SuccessFactors",
        "pct": 0.15
      },
      {
        "name": "Docebo (LMS)",
        "pct": 0.15
      },
      {
        "name": "Oracle Cloud",
        "pct": 0.13
      },
      {
        "name": "One.com (DK hosting)",
        "pct": 0.13
      },
      {
        "name": "Zoho Books",
        "pct": 0.11
      },
      {
        "name": "AFAS",
        "pct": 0.11
      },
      {
        "name": "Greenhouse",
        "pct": 0.1
      },
      {
        "name": "PayPal Braintree",
        "pct": 0.09
      },
      {
        "name": "ClickDimensions",
        "pct": 0.09
      },
      {
        "name": "UKG / UltiPro",
        "pct": 0.09
      },
      {
        "name": "Autotask (ConnectWise)",
        "pct": 0.08
      },
      {
        "name": "FormAssembly",
        "pct": 0.07
      },
      {
        "name": "TOPdesk",
        "pct": 0.07
      },
      {
        "name": "Freshservice (Freshworks)",
        "pct": 0.07
      },
      {
        "name": "ConnectWise",
        "pct": 0.07
      }
    ],
    "list_source": "tranco",
    "names_measured": 1100184,
    "domains_resolved": 1069195,
    "domains_with_null_mx": 4333,
    "methodology_version": "2026.07.26",
    "classifier_generation": "v2",
    "dmarc_available": true,
    "quality": "ok"
  }
]