Guide · methodology illustration
What paid versus organic visibility monitoring can and cannot tell you
Monitoring records what a surface returned. It does not record why that surface returned it, who paid for it, or what a person did afterward.
What it can tell you
- Whether a named business appeared in a captured Google result, and whether that result was labeled sponsored, organic, or local.
- Whether a named business was mentioned, cited, or recommended in a captured ChatGPT or Gemini answer.
- Whether the same prompt returned a different mix on a later date, if the collection conditions were documented.
- That the raw response, the prompt, and the time were retained, so the finding can be inspected.
What it cannot tell you
- Who owns an ad account, what the budget was, or whether a campaign is still running.
- Whether a vendor caused the placement.
- Whether the placement produced a visit, a lead, or a sale.
- Whether an AI answer was the best available answer, or whether a reader followed it.
- What a format it has not captured would have shown. A missing format is unmeasured, not a negative result.
A fictional example
This example is invented to show the method. It is not a client result.
On one captured query, “insurance near the river,” the Google page returns a sponsored result for Northline Agency and an unpaid local result for Harbor Mutual. ChatGPT names Harbor Mutual and links its site. Gemini names neither.
A monitor can report that. It cannot say Northline outspent Harbor, that Harbor’s vendor earned the ChatGPT mention, or that either placement produced a policy. Those are different questions, and they need different evidence.