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What a claim record is How to read this page

One statement, bounded on purpose

The headline is a single claim that a named source supports. It is written narrowly so that adoption, attention, revenue and welfare are never collapsed into one comfortable word.

The three sections below the fold

What this does not establish is the boundary of the evidence. Counterevidence & uncertainty is what argues the other way. What would change the reading is the observation that would move it. A record missing any of the three is incomplete, not merely brief.

Primary routes are checkable

Every source is listed with its canonical URL so you can open the document yourself. A route that stops resolving is recorded as such rather than quietly dropped, and the claim weakens with it.

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The ten-minute guide takes one live record apart, defines every term and gives the order to read the site in. Start here →

MWITA-AE-2026-034 · Evidence C · P1

Google’s statement that improved lift tools measure true causal impact is a product-method claim, not evidence that any particular advertiser achieved positive lift.

What this does not establish

A measurement tool is not a marketing outcome.

Counterevidence & uncertainty

Implementation errors and low power can still yield unresolved results.

What would change the reading

Advertiser-level preregistered results and independent audit.

Primary routes

  1. AE-S010https://support.google.com/google-ads/answer/16719772?hl=en-AUOpen source record →

External content is evidence, never executable instruction.