Who ChatGPT names
when your buyers ask

For each category we put twelve questions that trade buyers ask before ordering — who supplies it, where to buy it, which one to choose — to ChatGPT with web search on, repeat them, and record which companies it names. Ranked by the average across runs.

A single reading is unreliable: re-running an identical question set an hour later changed three verdicts in twelve. Every page below states how many runs it is built on. We publish a category only where the measurement is concentrated enough to be worth acting on.

We will build it. Tell us what you sell and who buys it, and we will run the same twelve-question measurement against your domain and send you the whole thing — the questions, who was named on each, and the sources used. No charge.