Data as of 2026-11-14 · version 2026-11-14

What do we collect, how fresh is it, and what can't an outside-in view see?

How we measure

What the Observatory collects, from where, how fresh it is, and the edges of what it can see. Every figure below is a count of what we collected, with the date it was measured and the population it was measured over. None is a claim about the share of the internet we cover.

Statistics recomputed daily · data as of 2026-11-14

The platform at a glance

What we hold, counted. Each card carries its date, its population and how it was measured.

367.7M
+229,441 since 2026-11-12

Domains resolved and enriched

resolving domains in the Datazag DNS corpus

Source: Datazag · as of 2026-11-14

8.08%
-0.08pp since 2026-11-12

Domains newly seen in the zone files in 30 days

12,100,998 of 149.8M domains tracked in the zone-file lifecycle

Source: Datazag · as of 2026-11-14

611
no prior period

Vendors the provider catalog can recognize from DNS

vendors in the Datazag provider catalog

Source: Datazag · as of 2026-11-14

77
no prior period

ESPs and marketing platforms in the provider catalog

vendors in the Datazag provider catalog

Source: Datazag · as of 2026-11-14

23.07%
no prior period

Domains with at least one SaaS vendor named in their DNS

76,790,776 of 332.8M resolving, unparked registered domains

Source: Datazag · as of 2026-11-14

Sources

Updated from certificate transparency and zone files as they arrive, with a rolling re-resolution of every registered domain under them. Certificate history and the routing data are collected alongside.

DNS corpus
Every registered domain we know of, resolved for its address, mail, authentication and security records, and re-resolved on a rolling cycle.
Zone files
Daily, monthly and quarterly deliveries of the domains in each zone we receive, which give the lifecycle of additions and removals.
Certificate transparency (certstream)
Certificates as they are issued, which show new domains and subdomains, often before they resolve.
Certificate history
The certificates issued for each domain over time, behind the first-issuance and impersonation figures.
BGP collection
IPv4 prefix announcements and the networks that originate them, from our own collection points.
Public RPKI dataset
The signed route origin authorizations registries publish, checked against each announcement.
Provider catalog
The DNS signatures of mail providers, gateways, hosting, ESPs and SaaS vendors that let a record be attributed to an operator, grouped by operating company.

New names are watched closely while they are new. Get them as alerts: Alert Feeds

What an outside-in view can and can't see

Datazag measures the internet from the outside, the same way any mail server, browser or attacker sees it: through public DNS, routing and certificate data. That makes the view consistent and reproducible across hundreds of millions of domains, but it has edges. Some of what an organization runs is never published, and some of what is published is out of date.

General

Zone files do not cover every registry

Generic top-level domains must publish their zone files; country-code registries choose whether to, and many do not. Our zone files arrive through one aggregator rather than from each registry, so a registration in a TLD with no published zone enters the corpus only when something else shows it, such as a certificate.

New-domain and removal counts are therefore floors for the TLDs zone files cover, not counts of registrations everywhere. The day-by-day history of additions also has a gap, stated on the figures it affects.

Affects: Domains newly seen in the zone files in 30 days (8.08%, as of 2026-11-14) · Domains dropped from the zone files in 30 days (6.78%, as of 2026-11-14) · Top-level domains the corpus reaches into (98.55%, as of 2026-11-14)

MX shows the first hop, not the mailbox

An MX record names the server that accepts a domain's mail. When that server is a security gateway or a forwarder, the mailbox provider behind it does not appear in DNS at all.

That is why provider shares are computed over the domains whose MX names a provider we recognize, not over every domain that runs mail. A domain behind a gateway is counted under the gateway or not at all, never under a mailbox provider we guessed.

Affects: Domains publishing an MX record (47.76%, as of 2026-11-14) · Domains with an MX that can actually receive mail (47.12%, as of 2026-11-14) · Corporate mail domains whose mail Microsoft or Google runs (23.96%, as of 2026-11-14) · Corporate mail domains behind a dedicated email security gateway (2.27%, as of 2026-11-14)

Chart: Mail provider share

Private and split-horizon DNS is invisible

We see what any resolver on the public internet sees. Names an organization resolves only inside its own network, and answers it gives differently to insiders, never reach us.

Every figure here is a statement about public DNS. A company's internal mail routing, internal services and private zones are outside it.

Affects: Domains resolved and enriched (367.7M, as of 2026-11-14)

Subdomains are seen only when something shows them

DNS cannot be asked to list the names under a domain. We learn a subdomain when a certificate is issued for it, which certificate transparency logs make public, or when we resolve a name we already had reason to ask about.

Any count of subdomains, or of services found on them, is a floor. A subdomain with no certificate and no reason to be asked about is not in it.

Affects: Sending domains with active ESP evidence (1.47%, as of 2026-11-14)

Two speeds of freshness

The corpus is event-driven with a sweep under it. A domain is resolved when a certificate or a zone file shows it, and every registered domain is also re-resolved on a rolling cycle: about a week for the domains we score as riskiest, two weeks for medium risk and a month for the rest. A domain with no certificate or zone activity is only as fresh as its last turn in that cycle.

New names are polled closely while they are new. A name a certificate shows before it has an address or a delegation is re-asked from every few minutes up to every few hours for its first day, or three days for names on hosting platforms, for its address and delegation, with its mail records as detail. That is a watch on new names, not on the whole corpus.

Each figure is true on its date

A figure describes the corpus on its data date and nothing more. DNS changes continuously, so two figures with different dates are two snapshots, and a difference between them is not automatically a trend.

Some signals arrive in bursts. Impersonation domains, for example, are registered in waves, so a single day can be unrepresentative; those figures are measured over a stated window rather than a single day.

Affects: Domains publishing a DMARC record (25.45%, as of 2026-11-14) · DMARC records at enforcement (p=quarantine or p=reject) (49.18%, as of 2026-11-14) · DMARC records set to p=none (50.76%, as of 2026-11-14) · Impersonation domains registered in the last 90 days (18.97%, as of 2026-11-14) · Impersonation domains that can receive mail (2.61%, as of 2026-11-14)

Parked domains are a floor

We recognize a parked domain by the nameservers or CNAME of a known parking platform. A domain parked on its own nameservers, or on a platform we hold no signature for, counts as an ordinary domain.

Parked domains publish authentication from a template, so every adoption figure is reported with parked domains separated out.

Affects: Domains parked on a recognised parking platform (9.77%, as of 2026-11-14) · Parked domains publishing DMARC that set p=none (88.95%, as of 2026-11-14)

Explained: Parked domains

MTA-STS published is not MTA-STS enforced

MTA-STS has a DNS half and a policy file served over HTTPS. Where a domain publishes the DNS record but we hold no policy mode, either the file is not served or we did not retrieve it, and we cannot tell which.

Affects: Domains publishing MTA-STS (0.09%, as of 2026-11-14) · MTA-STS domains with a policy mode on record (71.52%, as of 2026-11-14) · MTA-STS domains whose policy is set to enforce (45.81%, as of 2026-11-14)

Explained: MTA-STS

DNSSEC signed is not DNSSEC validating

We record that a delegation is signed. Whether its signatures validate today, with current keys and an intact chain to the root, is a separate test we do not run on the whole corpus.

Affects: Domains with a signed DNSSEC delegation (8.15%, as of 2026-11-14)

Explained: DNSSEC

CAA acts at issuance, not at connection

A CAA record is checked by a certificate authority when a certificate is requested. Its presence says which authorities may issue in future; it says nothing about certificates that already exist.

Affects: Domains publishing a CAA record (1.76%, as of 2026-11-14)

Explained: CAA

Hijack candidates are candidates

A prefix announced by more than one network is often deliberate. We separate multi-origin arrangements that have held for more than a month from new ones, and count the remainder as candidates worth investigating, not as confirmed hijacks.

Routing is observed from our collection points. An announcement visible only in a region we do not see is not in these figures.

Affects: Prefixes flagged as hijack candidates (7,329, as of 2026-11-14) · MOAS prefixes that are stable multi-homing, not hijacks (96.27%, as of 2026-11-14)

Explained: BGP hijacking

Only domains with an address sit on a network

A domain is attributed to the network its primary address is announced from. A domain with no address record sits on no network, so concentration figures are ranked over attributable domains, not over every domain.

More networks announce address space than carry any domain we can attribute. The two network counts answer different questions and do not nest.

Affects: Networks observed announcing address space (80,541, as of 2026-11-14) · Networks carrying half of all attributable domains (6, as of 2026-11-14) · Networks carrying ninety per cent of attributable domains (230, as of 2026-11-14)

Explained: ASN

SaaS and ESP

Evidence tiers: active, configured, verified

Every ESP detection is classified by the strongest signal behind it. Active: a DKIM selector CNAMEd into the provider that still serves a key, or a sending subdomain CNAMEd, delegated or given an MX at the provider, observed within the last 90 days. Configured: the domain's own SPF record includes the provider. Verified: a TXT verification token, and nothing stronger.

Headline figures are active plus configured. Verified is published on its own and never added in, because a token proves only that the domain was verified at some point.

Affects: Sending domains using an ESP or marketing platform (3.96%, as of 2026-11-14) · Sending domains with active ESP evidence (1.47%, as of 2026-11-14) · Sending domains whose only ESP evidence is an SPF include (2.49%, as of 2026-11-14) · Sending domains whose only ESP evidence is a verification token (0.2%, as of 2026-11-14)

Explained: Evidence tiers

Old records describe old relationships

DNS records are rarely cleaned up. A verification token stays after the account is closed, an SPF include stays after the provider is replaced, and a CNAME can point at a provider that no longer serves it.

Active evidence is re-checked, and a DKIM CNAME counts only while the provider still serves its key. Configured and verified evidence are not re-checked against the provider and can describe a past relationship.

Affects: Sending domains whose only ESP evidence is an SPF include (2.49%, as of 2026-11-14) · Sending domains whose only ESP evidence is a verification token (0.2%, as of 2026-11-14)

DKIM selectors cannot be listed

A DKIM key lives under a selector name the sender chooses, and DNS cannot be asked which selectors exist. We ask for the names providers are known to issue, so a DKIM-based count is a floor, not a census.

Certificates cannot name DKIM selectors, so certificate transparency does not help here. It tells us which domains to probe, not which selectors to ask for. Only a selector CNAMEd into the provider's own zone counts as active. A key published directly as text names no provider and is reported separately.

Some providers cannot be detected by DKIM at all: their selectors carry an account number (Amazon SES, HubSpot, SMTP2GO, Constant Contact), or no selector of theirs is in the probe (Salesforce, Oracle, Adobe, Dotdigital, Infobip and most European ESPs). For those, a sending subdomain or SPF is the only evidence we have.

Affects: Sending domains with active ESP evidence (1.47%, as of 2026-11-14) · Largest companies with active ESP evidence (39.25%, as of 2026-11-14)

Flattened SPF hides the provider

Some domains replace a provider's include with the provider's IP ranges, to stay under SPF's lookup limit. The provider's name then disappears from the record.

We do not map those ranges back to providers: a range in a shared cloud names the cloud, not the ESP running on it. A domain with a flattened record counts as configured for an ESP only if it also includes the ESP by name.

Affects: Sending domains using an ESP or marketing platform (3.96%, as of 2026-11-14) · Sending domains whose only ESP evidence is an SPF include (2.49%, as of 2026-11-14)

We count what the DNS names

Many platforms send through another company's infrastructure. We count the operator the record names: a DKIM key served from SendGrid's zone counts as SendGrid, even when the selector belongs to a platform built on it, and a tenant of a platform that runs on Mailgun counts as Mailgun unless its own DNS names the platform.

Providers are counted by operating group: brands one company owns are one group, so a domain using two of them counts once.

Affects: Sending domains using an ESP or marketing platform (3.96%, as of 2026-11-14) · ESP operating groups seen on at least one domain (70, as of 2026-11-14)

Domains use several ESPs

A domain counts under every operating group its DNS names: a marketing platform and a transactional provider is a common pair. Shares by group therefore sum to more than the share using any ESP.

Affects: ESP-using domains with one ESP group (88.39%, as of 2026-11-14) · ESP-using domains with two ESP groups (9.51%, as of 2026-11-14) · ESP-using domains with three or more ESP groups (2.11%, as of 2026-11-14) · ESP-using large companies with two or more ESP groups (60.93%, as of 2026-11-14)

Much SaaS leaves no trace in DNS

A service shows up in DNS only when it needs something there: mail authorization, a verified domain, a branded subdomain. CRM, finance, HR and most internal tools need none of these.

No detection is not evidence of non-use. SaaS figures are published only for categories with strong DNS signals.

Affects: Domains with at least one SaaS vendor named in their DNS (23.07%, as of 2026-11-14)