How it works.

6 AI enginesEvery answer quoted

A score is only worth something if you can see where it came from. Here’s what we do, and what it can’t tell you.

What we do.

Questions a buyer would ask.
Written for your category, the way people really type them. Your name is never in a question: the engines have to bring you up on their own.
Asked more than once.
AI answers change from one ask to the next, so every question goes to every engine several times (Google AI Overview once). You get rates, not one lucky tick.
Gaps stay gaps.
An answer that fails or can’t be read is left out, never counted as a miss. If an engine is down, your report says so instead of guessing.
Every answer, word for word.
Each answer is quoted in your report, so you can check our reading against the source.
A badge you can check.
Earned only by a strong result, dated, and linked to a public page with the counts behind it. Not an endorsement by any engine.
Context, not a score.
Where you see DR, it is Domain Rating by Ahrefs, shown for context. It plays no part in any score.

A snapshot, not a status. Ask again next month and the numbers move, because the web moves.
Not what one person sees. Consumer AI apps personalise answers with history we can't see.
A sample. Enough questions to show a clear pattern, never every question a buyer could ask.
Read by software. Now and then a name is missed. Every answer is quoted, so you can check.

Tell us. A report that can’t be corrected isn’t worth buying.