What is an AI visibility audit?
An AI visibility audit is a structured measurement of how AI answer engines represent your brand: whether you are mentioned for your category's buyer questions, how often, in what position, how accurately, and compared to which competitors. It combines prompt sampling (repeated, because LLM answers vary between runs), technical inspection of your site's readiness for AI crawlers, content extractability scoring, and a map of the third-party sources engines rely on for your category. The output is a baseline you can track and a prioritized plan — the AEO equivalent of an SEO audit, for the surfaces a traditional audit never looks at.
A common mistake is auditing only branded prompts ('what is [your company]') instead of category prompts a buyer with no brand awareness would actually type, which misses the visibility gap that matters most. A practical rule: build the prompt library from real sales-call language and support tickets, not assumptions about how customers search, since that phrasing rarely matches what marketers expect.