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AI Search Visibility Metrics: What to Report to Clients

Stop presenting AI rankings that don't exist. Here are the five actual metrics agencies should use to report AI visibility to clients — and how to make them board-ready.

The worst mistake agencies make when adding AEO to their service stack is trying to adapt traditional SEO metrics to AI reporting. Positions don't exist. Impressions are undefined. Click-through rates are a different beast entirely. Here's what to actually measure and report.

What metrics should agencies use for AI visibility reporting?

The five core AEO metrics for agency reporting are: brand mention rate (% of target queries where the brand appears), sentiment score, competitor share of voice, citation frequency by AI engine, and gap query count (queries where competitors appear but the client doesn't).

How do I turn AEO data into a client report?

AnswerMap generates white-label PDF reports with all five AEO metrics, trend lines, and competitor share of voice charts — delivered automatically every Monday morning under your agency brand. No manual compilation required.

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