Definition

What an AI visibility audit is.

The short answer

An AI visibility audit is a diagnostic that measures whether AI engines like ChatGPT, Gemini, Claude, Grok and Perplexity mention, cite and recommend a company for the questions its buyers actually ask. A good audit reports rates from repeated prompt samples, not a single screenshot.

What a good audit delivers

What to expect from a serious audit.

These are the components that separate a measurable audit from a one-off impression. Use them as a checklist when evaluating any provider.

Prompt map

A structured portfolio of real buying questions, grouped by intent: informational, comparison, best-provider, local and reputation.

Baseline report

Mention rate, recommendation rate and citation rate measured across engines with repeated samples, plus competitor share of voice.

Prioritized roadmap

Technical, entity, content and external-source actions ordered by expected impact, so the findings lead to work that matters.

Who runs audits

Looking for an agency to run one?

This portal is an independent reference and does not sell audits. The directory lists recommended AEO agencies, by country, that do — each reviewed against public criteria.

Common questions

Questions buyers ask about AI visibility audits.

What does an AI visibility audit measure?

Mention rate, recommendation rate, citation rate, sentiment, prominence and competitor presence, measured across repeated prompt samples rather than a single answer.

Which AI engines should an audit cover?

The engines that shape discovery in the relevant market, typically ChatGPT, Gemini, Claude, Grok, Perplexity, Copilot and Google AI Overviews.

Can an audit guarantee better AI rankings?

No. AI answers are probabilistic and vary by engine, session and phrasing. An audit establishes a measurable baseline and a prioritized plan; it does not promise a fixed placement.

Who should I hire to run one?

An agency that publishes its methodology, measures statistically and is transparent about scope. The directory on this portal lists agencies that meet those public criteria.