How we track AI visibility without pretending it is exact

Human-run samples plus real free signals.

There is no official ranking for AI answers. So we do not pretend to give you a rank.

01 / Three different signals

Keep answer samples, citations and visits separate

Observed answerWhat did an assistant say?

Save the exact question, date, assistant and response from your repeatable test set.

Citation activityWas a page visibly referenced?

Where available, inspect the AI reports in webmaster tools. A citation count is not a ranking.

Site visitDid anyone arrive?

Review analytics for visits and enquiries. A visit does not prove which answer prompted it.

Bing's AI Performance report describes cited pages and grounding-query trends, while explicitly saying it does not measure rank or authority. Bing Webmaster Tools ↗

02 / A monthly reading

Write down what moved and what did not

Two-month readoutSample data
SignalMonth 1Month 2Careful reading
Named in fixed question set3 of 105 of 10More mentions in this small sample
Wrong location claims20A known fact error stopped appearing in these runs
Enquiries from AI referrals01Too little data to infer a trend
These are invented observations, not a result promised by Geoora or proof that one edit caused a change.

OpenAI documents a utm_source=chatgpt.com parameter on links from ChatGPT Search, which can help identify some inbound visits. Google provides Search Console reporting for AI features. Neither source exposes every recommendation someone sees. OpenAI publisher guidance ↗ Google Search Console update ↗

03 / The decision

Choose the next fix from evidence

If several saved answers repeat the same wrong location, check the site and public profiles. If a useful page gets cited but visitors do not enquire, examine the page's clarity and contact path. If nothing changed, report that plainly and keep the question set stable for another period.

Explore the sample dashboard →

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