We put the questions your customers actually ask to ChatGPT, Gemini, Perplexity and Claude — then show you whether they named you, who they named instead, and what to change. No card, no login, no demo call.
Not a keyword list, and not a sample — this is the real set, in the order we run it. 3 of them are specific to tutors; the rest measure category presence. Your name never appears in any of them, because naming you would prime the engine and manufacture the answer.
your city becomes your city, taken from your Google listing. Volume bands weight the score, so the questions people actually ask count for more.
The most frustrating sentence in this whole subject. You control your website completely, and it is the source with the least say in how you are described.
Structured data is the one place you can state your facts in a form built to be copied. Here is the whole block, with the reasoning for every line in it.
Nobody sets out to hide from the engines. They inherit a template, or ship a staging file, and quietly stop being readable by the thing writing the answers.
Run a different kind of business? The category comes from your own Google listing, so any local business works.
Be sceptical of any tool that says otherwise. Nobody controls what these engines say. We show you what they say today, who they say instead, and what to change — the way a rank tracker shows the gap without promising position one.
We keep the raw engine answers behind every score, so we can show you the exact sentences your report was built from. If it failed to generate, or ran on fewer engines than we stated, tell us and you get it again or you get your money back.
We ask ChatGPT, Gemini, Perplexity and Claude through their own APIs with native search — not a third-party search layer wearing their name. It is the most reproducible measurement available and close to what a person sees. It is not identical: apps personalise and features roll out unevenly. Competitors tend not to mention this.