Case studies

What AI actually says about real brands

We pick a household name, a question its buyers ask, and three AI assistants — then check every day for a week and publish everything that came back.

Method

How every study on this page is run

The same four rules each time, so two studies can be compared with each other and not just read one at a time.

One buyer question per brand

The question a customer would actually type, not a keyword. Tracked as a topic, unchanged for the whole run.

Three assistants, every day

ChatGPT, Gemini and Claude, each asked the raw question with no system prompt, each pinned to the tier a free-plan user really gets.

One judge, one scale

Every answer from every assistant is scored by the same model, so a Gemini number and a ChatGPT number belong in the same column.

Nothing illustrative

Every figure is recomputed from the stored answers by the same function that draws the dashboard. The screenshots are the real thing.

Run the same study
on your own brand.

One free check, no account — or track every buyer question daily across all three assistants.