Prompt Sampling

Prompt sampling is the measurement method behind AI-visibility tracking: running a defined prompt set against AI engines on a schedule and recording which brands and URLs appear. Because LLM answers are stochastic, a single run measures noise; credible tracking averages repeated or rolling runs and reports confidence intervals. Good prompt sets mix informational, comparison, and transactional intents, plus persona and phrasing variants.