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ai tracking

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A grid of varied AI prompts grouped by buyer intent, with brand appearance frequency and confidence intervals per intent
AI search

How to use synthetic prompt generation for AI tracking

Single AI answers are noise, but brand frequency across many varied prompts per intent is stable. How to generate, run and report a synthetic prompt set.

·11 min
A tracking report showing brand appearance share with intervals beside a single personalised chat answer that differs from it
AI search

Why AI tracker reports differ from your own chat window

Your chat window is one personalised answer; a tracker is many clean runs. Five reasons the numbers disagree, and how to tell a real error from normal variance.

·11 min