AI Visibility Prompt Tester

Build a set of buyer-style questions for your own market, then run them yourself in the AI assistants you care about and record whether your brand appears. This tool only writes the questions. No account, no cost, and nothing you type leaves your browser.

Nothing is sent to a server.

How to read the results

  • Appearance is not endorsement. A brand can be named as one option among many, or as a warning example.
  • Write down what the assistant got wrong. Those errors are the most useful output of this exercise.
  • Repeat the same prompts monthly. Models and indexes change, so a single run is a snapshot.
  • If your brand never appears, check access first with the AI Crawler Radar, then check your markup with the JSON-LD Generator.

What this tool does not do

  • It does not query any assistant. You run the prompts yourself.
  • It does not measure citation share, ranking or sentiment, and it produces no score.
  • It does not store your inputs. They stay in the browser tab.
  • It cannot promise that any assistant will mention your brand after you publish anything.

Questions

How do I test whether AI engines recommend my brand?

Write a set of buyer-style questions for your market, run each one in a fresh conversation in the assistants you care about, and record whether your brand appears and how it is described. This tool builds those questions from your inputs. It does not run them for you.

Are the generated prompts a ranking or a score?

No. They are questions. The replies depend on the model, its index, your region and the date, so treat each run as a snapshot rather than a measurement.

Does this tool send my inputs anywhere?

No. The prompts are assembled in your browser. Nothing is uploaded and nothing is stored on our servers.

What should I do with what I find?

Fix access first with the AI Crawler Radar, then make the pages that answer those questions specific and verifiable, and use the JSON-LD Generator so the page is unambiguous. Then run the same prompts again.

Can you guarantee that AI engines will cite my brand?

No, and no one can. Publishing clear, specific, attributable content improves the odds, and that is the honest limit of what any advice can promise.

Built and maintained by the same team that publishes this site. It produces prompts for your own testing. It does not promise rankings, rich results or citations.