A monitoring prompt set is a fixed list of questions that is run regularly across several models so that a brand's visibility can be tracked over time. How it is put together determines the usability of the whole measurement. The questions must cover the entire funnel – general informational questions, comparison questions of the type which solution suits a given case, questions with constraints such as budget or region, and questions asked directly about the brand. The set must be frozen, because changing the wording of a question makes it impossible to compare with a past measurement; new questions are added as a separate group. Measure at a regular interval, record the full wording of the answer, not just whether you are mentioned, and expect that answers will differ between runs even without any change on your side.
See also: Share of voice in AI responses, GEO audit, Prompt research.
