by engine · chatgpt visibility

Is ChatGPT naming youwhen buyers ask?

We ask ChatGPT the twelve questions your buyers ask, live, through the Responses API with web search enabled — the model reads live results and cites them. You see whether you're named, whether you're cited, which sources the answers rest on — and then we place you on them.

How the ChatGPT check works.

01

ChatGPT, asked live

Every question runs against the Responses API with web search enabled — the model reads live results and cites them. The answer, the model, and every cited source are kept in full.

The method line on the report says exactly how the engine was called. A failed call is counted as failed, never as 'not named'.

02

Named

Your product appears in ChatGPT's answer — by name or a known alias. Counted per question; the report shows named in N of the questions asked.

03

Cited

Your site is one of the sources ChatGPT's answer rests on. Rarer than named, and worth more: a cited page is quoted, not summarised.

04

The sources that leave you out

Every source ChatGPT cited in an answer that named a rival and not you: the host, the page, how often. Those pages are the work order.

05

Weekly, not daily

The free re-check runs weekly, on the weekday of your first check. Paid runs are weekly too, with two samples per question for a steadier read.

A daily reading of a stochastic engine is noise you'd pay for.

06

Then the placement

ChatGPT is one of four engines in the check. What moves the answer is the same everywhere: being on the sources it cites. That's the work, and it starts the day you say run it.

Beyond ChatGPT.The whole operator.

Trackers surface the gap and stop. This is one loop — find, produce, place, verify — with the memo on Monday and one decision at a time.

Questions, answered plainly.

No. The search-grounded API endpoint, called live with the buyer's question and the grounding switched on. Vendors don't promise the app matches the API; we say which one we asked, every time.

Check your product first.It's free, and it's the whole pitch.

Sixty seconds. Four engines. Who they name instead of you, and the work order to change it.