We sample ChatGPT, Perplexity, Gemini and Google AI Overviews for the questions your buyers ask, and show where you're cited, where competitors are, and what's missing.
No sign-up to run. Takes about 40 seconds.
01Citation share by engineHow often each AI engine names you when answering questions in your category.
02Buyer questions you loseThe exact prompts where a competitor is the answer and you are absent.
03Entity and schema gapsWhether AI engines understand who you are, what you do and who you serve.
04A fix orderThe three changes that move citation share fastest, mapped to our Search team.
The audit report
Every gap, its evidence, and the fix that closes it.
Six sections, written for the person who has to act on it. Every finding carries the evidence behind it and the change that fixes it.
Example: a B2B payroll software company
AEO audit · acmepayroll.comSection 2 of 6
Citation share by engine
Share of sampled answers in which Acme Payroll was named, across 12 questions and 5 sessions per engine.
ChatGPT25%
Perplexity42%
Gemini17%
Google AI Overviews33%
RecommendationPerplexity leans on third-party reviews; Gemini on structured data. Each engine needs a different source to quote.
How the audit works
Sampled like a buyer, scored like an analyst.
AI answers change by phrasing, region and day. We ask the same questions several ways across several sessions so the score reflects a pattern, not a lucky prompt.
12buyer questions per audit
4AI engines sampled
5×sessions per question
01
Build the question setFrom your category we generate twelve prompts a buyer would actually ask: best-of, comparisons, pricing, alternatives and how-to-choose.
02
Sample each engineEvery prompt is asked in five fresh sessions per engine, with phrasing variants, so one-off answers do not skew the result.
03
Score citations and sourcesWe record who is named, what source was quoted and how prominently. Share of answers becomes your visibility score.
04
Diagnose and sequenceGaps are traced back to entity data, content coverage and third-party corroboration, then ordered by expected lift per hour of effort.
Questions
Before you run it.
Yes. The on-page summary is free with no sign-up. The full six-section report is emailed to you and is also free; we ask for a work email so we can send it.
Results are sampled estimates, not a guarantee of AI engine behaviour.