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Attribution

Geo-Lift Test

An incrementality testing method that uses matched geographic regions as test and control groups. One region receives ads while a statistically similar region does not. Particularly useful when user-level holdout tests aren't feasible (e.g., due to iOS restrictions or cross-device complexity). Requires careful market matching and enough regional volume to be statistically meaningful. Works well for measuring the incremental impact of channel-level spend changes like pausing Meta in one region while keeping it active in another.

Why it matters

It is how you test a channel that cannot be split at the user level, which now includes most of the major platforms post-ATT.

In practice

Match test and control regions on pre-period revenue trend rather than population. A control that was not tracking your test region before the test cannot tell you what happened during it.

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