The question, exactly as tested
Its wording, language and target market are saved. Small prompt changes can alter an answer; the record should show them.
xNoted shows you the questions buyers ask, the sources answer engines rely on, and the claims they get wrong—so your team knows what to fix first.
The free scan checks public-site readiness. It does not pretend to measure a ChatGPT ranking.
No account required. We inspect public technical and content signals only.
Each run starts with a buyer question and ends with a decision your team can own. The original answer and its sources stay attached.
Its wording, language and target market are saved. Small prompt changes can alter an answer; the record should show them.
We keep the full response, cited URLs, model and timestamp together instead of reducing the run to a single score.
The next action names the claim, source or page that needs work. It is not a generic request to ‘create more content’.
After a change ships, the same question set is measured again so the team can see what moved—and what did not.
Start with 20–50 questions a real buyer asks before a shortlist is made. Keep one market and one decision stage in scope.
Record the answer, its sources and the conditions of the run. Separate an actual observation from an interpretation.
Publish the missing proof, clarification or comparison. Remeasure the same set before adding more work.
If a result cannot be traced to a question, model, market, time, answer and sources, it is not a measurement.
We publish the rules behind the readiness score and keep the context of every answer-engine observation. Volatile systems need an audit trail, not a promise.
Read the measurement methodStart with one market. Add another only when your team is ready to act on what it learns.
For a founder or marketer establishing one honest baseline.
For a team running a weekly measure–publish–remeasure loop.
For portfolios that need separate evidence by market and brand.
A baseline question set, the answers and sources captured for each run, and a short list of changes tied to specific pages or missing evidence.
No. No provider controls an independent model’s output. We improve the public evidence a model can find, then measure whether later answers change.
A rank tracker does not preserve the answer, its sources, the model, market and timestamp as one record. GEO measurement complements SEO; it does not replace it.
The free check tells you whether your public website gives answer engines enough clear, verifiable material to work with.