Live — tracking ChatGPT, Gemini, Claude, Grok, DeepSeek, Google AI Overviews & PerplexityMulti-run sampling — every engine on your plan, every cycleFree first measurement — see how AI sees youEvery metric ships a 95% confidence range
Methodology & honesty

Why does every number have a range?

Because AI citations swing 40–60% month to month — one source's ChatGPT share fell from ~60% to ~10% in two weeks. We run each prompt and engine multiple times and report a mean with a 95% confidence interval, so you act on signal, not noise. See confidence ranges.

The fastest answer is your own audit.