What is an AI visibility audit?

An AI visibility audit is a structured examination of how AI assistants currently find, understand, and describe your business — and a diagnosis of the specific reasons they do or do not recommend you. It produces a baseline you can measure against and a prioritised list of what to fix, rather than a vague sense that you should “do something about AI.”

It is a diagnostic step, not a promise. Its value is turning an invisible problem into a concrete, ordered set of causes.

What an audit actually examines

A thorough audit looks at more than your website. It covers how you are represented across the sources assistants draw on, and whether that representation is clear, consistent, and retrievable.

• How several assistants describe you today when asked the questions your customers ask.
• Whether your business identity is unambiguous and consistent across every public source.
• Whether your services, service area, and audience are stated concretely enough to be matched to questions.
• Whether your key facts can actually be retrieved, or are trapped in scripts, images, or widgets.
• Whether your claims are corroborated anywhere other than your own website.
• Where competitors appear that you do not, and which facts their inclusion relies on.

What it produces

The output is a recorded baseline of current answers across assistants, a list of the specific gaps causing omissions, and a prioritised sequence for fixing them — identity and contradictions first, then retrievability, then evidence and content. Because assistants change, the baseline also gives you something to re-measure against later.

Why the baseline matters

Assistants disagree with each other and change without notice. Without a recorded starting point, you cannot tell whether a change you made helped, hurt, or coincided with a model update. The recorded answers behind your plan are what make later monitoring meaningful rather than anecdotal.

What an audit will not do

It will not guarantee that any assistant starts naming you — no one can promise that, because these systems are operated by other companies and use different, shifting sources. It also will not invent facts, credentials, or reviews to make you look better; a credible audit works only from what is true and verifiable.

When an audit is worth it

An audit earns its place when you suspect assistants overlook you, when competitors appear in answers and you do not, or before investing in content — so the work targets real gaps instead of guesses. If your site also has basic SEO problems, those usually need attention first, since the failure modes overlap at the bottom end.

For the exact items a good audit checks, see the AI visibility audit checklist, and for how it differs from a search audit, see AI visibility audit vs SEO audit. Our Free check runs this as a fixed engagement, and our services act on what it finds; see pricing.