We analyze creator content and audiences across a rolling 30-day window. Signals include engagement rates, posting cadence, view distributions, audience gender/geo/language, and growth patterns. Semantic AI checks context. Outliers, abrupt spikes, low reach ratios and inconsistent distributions flag potential fraud for review.