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Diagnostics

What an AI Answer Gap Audit Should Prove

The minimum evidence a partner should expect before approving AI visibility work.

Search answer visibility matrix
Search answer visibility matrix

An answer gap audit should show the prompt, the observed answer, the competitor context, and the proof that is missing from the firm website.

What to inspect first

Start with buyer questions that describe a real service, market, and urgency. Then compare the answer against what the firm actually publishes.