Skip to content
AI Visibility Meter

Sampled model visibility

ChatGPT visibility checker for business websites

A useful ChatGPT visibility checker cannot promise an official ranking. It can run controlled buyer-style questions, record whether your business appears, inspect returned sources, and diagnose the public evidence that may be helping competitors instead.

Find the problems keeping your business out of AI recommendations

Run the free buyer-style test. No account is required to see whether your business appeared, the main problem and one source receipt.

Check my business website free

What can be checked

A controlled test can ask realistic, non-branded buyer questions; record mentions of the target business; review returned citations; compare how accurately the business is represented; and identify gaps in category, audience, location, proof and buyer guidance.

That gives a practical diagnosis: not certainty, but evidence of how a web-grounded model handled the business at a recorded point in time.

What cannot be checked honestly

No independent tool can guarantee what every person sees in the consumer ChatGPT application. Answers vary with model version, search index, personalisation, location, wording, conversation history and time. A single answer is not a universal rank.

AI Visibility Meter therefore identifies the requested and returned model family, prompt version, timestamp, sources and limitations. It calls the result a sample—not an official ChatGPT position.

Why answers change between tests

  • Retrieval systems may return different sources.
  • Prompt wording changes the buyer need and shortlist.
  • Models and indexes are updated.
  • New reviews, case studies and business pages become available.
  • Location and service-area interpretation can differ.

That variation is why recurring monitoring requires repeated prompts over time. The free checker is designed to find immediate problems and provide a first benchmark.

How to use the result

Focus first on problems that make the business difficult to choose: vague offers, missing proof, unclear location, unsupported claims, absent buyer comparisons and weak third-party corroboration. Technical improvements matter, but technical hygiene alone does not make a business recommendable.