We combine behavioral and audience signals from the last-30-day window: sudden follower surges, abnormal ER patterns versus posting cadence, skewed like/comment ratios, unreachable audience locations, and inconsistent growth vs. views. Semantic context and fraud scores flag likely inorganic activity before you shortlist creators.