When a buyer asks ChatGPT, Perplexity, or Gemini for a tool like yours, you are either named or invisible. A GEO audit tells you which, names who gets cited in your place, and shows exactly what to fix. Citability measures the gap; Fowned closes it, and the re-test runs here.
The AI visibility audit. We test your real buyer questions across ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews, then hand you the per-engine citation rate, the competitors cited in your place, and a ranked fix list. Every number is a real API test, never a fabricated score.
Done-for-you, by Fowned. Fowned builds the AI-visibility infrastructure that moves citation rate: off-site entity authority (the strongest measured predictor), answer-ready content structure, a schema graph for entity disambiguation, and a clean AI crawler allowlist including llms.txt for crawler access. Citability stays the instrument: the audit sets the baseline and the same question set re-tests it after the sprint. Two slots per quarter, application first.
citability.dev is built and run by Chudi Nnorukam, an AI-Visible Web Architect and the creator of the open-source AVR (AI Visibility Readiness) framework that scores how often AI engines cite a site. The methodology has been featured on freeCodeCamp. You are buying an audit from the person who built the measurement, not a reseller.
Measurement here, implementation elsewhere
The audit and the monitoring are the instrument. Fixes are checked against the identical question set, which only works if the instrument is not also the contractor. Local and small businesses get the implementation from Fowned, which runs on this measurement and starts from a free audit. Bespoke technical work on a custom stack goes to Chudi Nnorukam. The re-test after either one runs here.
Questions
What is a GEO audit?
A GEO (Generative Engine Optimization) audit is a forensic check of whether AI answer engines cite your website for your buyers' questions, which competitors they cite instead, and what infrastructure is missing that would earn those citations.
How is an AI visibility audit different from an SEO audit?
An SEO audit measures your position on the Google results page. An AI visibility audit measures whether you are cited inside AI-generated answers. You can rank well on Google and still be invisible inside ChatGPT.
Which AI engines do you test?
ChatGPT, Perplexity, Claude, Gemini, and Google AI Overviews. Every result is a real API test with the actual cited URLs, not a fabricated composite score.
How often should I re-run a GEO audit?
Monthly. AI engines re-crawl and re-rank their cited sources far faster than Google updates organic rankings, so a one-time audit goes stale within weeks.
Find out what AI says about you. Then fix it.
The first audit is the uncomfortable one. Every audit after it is just progress you can measure.
