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Attribution models

iOS ATT and attribution

App Tracking Transparency (ATT) is Apple's framework requiring an app to request user permission before tracking it across apps and websites owned by other companies, or accessing the device's advertising identifier (IDFA). When permission is denied, the IDFA is unavailable, which removed the deterministic identifier mobile attribution long relied on and pushed the ecosystem toward aggregated, privacy-preserving measurement.

Verified against primary sources

What this means

ATT, introduced with iOS 14.5, requires apps to call the AppTrackingTransparency framework and obtain user permission before tracking them across apps and websites owned by other companies, or accessing the IDFA (Identifier for Advertisers). If the user declines, the app cannot access the IDFA and must not track across other companies' properties.

The IDFA was the deterministic key that mobile ad attribution used to connect an ad impression in one app to an install or purchase in another. Removing it for non-consenting users broke that deterministic chain at scale.

How attribution adapted

With the cross-app identifier gone for most users, mobile measurement shifted toward aggregated and privacy-preserving approaches: Apple's own SKAdNetwork for install attribution, modeled conversions to estimate what cannot be observed, and a heavier reliance on first-party, on-property measurement that ATT's prompt does not cover.

The net effect is less granular per-user mobile attribution and more aggregated reporting. Reading iOS campaign performance now means accepting coarser, partly modeled signals rather than the deterministic user-level paths that existed before ATT.

How it appears in analytics and logs

Gaps in deterministic mobile attribution on iOS reflect ATT-driven IDFA loss; what remains is largely aggregated or modeled, not user-level cross-app tracking.

Diagnostic use case

Understand iOS ATT when reconciling why mobile attribution coverage and per-user linking dropped, and why aggregated or modeled measurement replaced IDFA-based tracking.

What WebmasterID can help detect

WebmasterID measures first-party events on your own properties, which ATT's cross-company tracking prompt does not target, so first-party measurement remains intact as cross-app tracking shrinks.

Common mistakes

Privacy and accuracy notes

ATT is a consent prompt by design: tracking across other companies' properties requires explicit opt-in. This page is educational, not legal advice — confirm obligations with counsel.

Related pages

Sources and verification notes

Last reviewed 2026-06-24. Facts are checked against primary/official sources where available; uncertain specifics are marked “Data not yet verified” rather than guessed.