What is Prompt Tracking?
Prompt tracking is monitoring how AI engines answer a fixed set of buyer-intent prompts over time, so you can measure your brand’s visibility, share of voice and citations as a trend rather than a one-off snapshot.
AI answers are not deterministic — they shift with the model, the retrieval set and the phrasing. Prompt tracking controls for that by running the same representative prompts on a schedule and recording who gets named and cited each time, turning noisy outputs into a measurable trend.
The quality of a prompt-tracking programme lives in the prompt set: it has to reflect how real buyers ask ("best X for Y", "X alternatives", "is X good for Z"), cover the category, and stay fixed so week-over-week comparisons are honest.
It is the engine under any serious AEO dashboard — without a stable prompt set run repeatedly, a visibility score is just a vibe.
How many prompts do I need to track?
Enough to represent how buyers actually ask in your category — typically a few dozen covering category, comparison and use-case questions. Keep the set fixed so trends are comparable.
How often should prompts be re-run?
On a regular cadence — weekly is common — because model updates and new content can move results. Consistency of schedule matters more than frequency.
AI Brand Visibility & Citations — ChatGPT, Perplexity, Gemini measures your visibility, share of voice and citation rate across ChatGPT, Perplexity and Google AI Overviews — no code, pay per run.
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