When a contractor asks ChatGPT
where to buy, are you in the answer?

Your buyers no longer start at a search box alone. They ask an assistant which product they need, who stocks it, and who services it. The assistant answers by naming whoever has published a usable answer — and for most distributors, that is somebody else.

We measure whether you appear, show you who appeared instead, and publish the answers that put you in the result. For distributors, wholesalers and supply houses selling to contractors and facilities teams.

Measured examples: the suppliers ChatGPT names, by category — twelve buyer questions per category, five runs each.

We take the questions your buyers actually ask before an order — which size, which grade, hot or cold, what fits, who stocks it, who services it — and record what the assistant answers.

1. ChatGPT, measured directlyWe run your buyers’ questions through ChatGPT with web search on, and record for each one whether you were cited, mentioned, or absent — and which sources it used instead.
2. Google, baselined in the sprintThe content that earns an assistant’s citation is largely the content that ranks, so the sprint records where you sit in Google on the same questions and re-measures at the end. The up-front review measures ChatGPT.
3. Bing and Copilot indexing, verifiedBing’s index feeds Copilot, so we submit and confirm indexing there rather than assuming it. We report what we measured and what we did not — we do not claim coverage of engines we cannot test.

A visibility review is a measurement, not a forecast. We will not promise a citation or a ranking, because nobody can.

It is rarely neglect. It is usually that decades of hard-won product knowledge sits in a format an assistant cannot use.

One focused engagement. CAD $3,500, four weeks, 20 hours. Half at booking, half at completion.

1. BaselineRecord where you stand today on the buying questions worth owning, in ChatGPT and in Google.
2. Publish the answersTake the two or three decisions you are absent on and write them the way your counter staff would explain them, connected to the products they point to.
3. Connect and submitLink the answers to the right catalogue categories, repair what is blocking access, and submit for indexing in Google and Bing.
4. Re-measure and hand overRun the same baseline again so you can see what moved, and keep the method to repeat it.