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.