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

What is multi-run sampling?

AI answers are non-deterministic — ask twice, get two answers. We run each prompt on each engine at least five times and aggregate to a distribution, so a metric reflects how the engine typically answers, not a single lucky or unlucky roll.

The fastest answer is your own audit.