Proof

Every change we published, and what happened to the answer

Each entry is one published change with the same buyer questions asked of the same answer engines before and after it went live. The measurement is dated, the questions are named, and the sources are linked.

AI answers vary by provider, location, time, and personalisation. A single before/after pair is reported as an observation; only a change measured repeatedly on both sides is described as supported.

No published proof yet

A proof is created when a published change has been measured against the same questions on both sides of it. Nothing has cleared that bar yet, and nothing illustrative will stand in for it here.

How the measurement works

Find out what AI answers say about you

One real buyer question, asked of a live answer engine, with the brands it named and the pages it cited. No account needed.

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