We cross-check creator content and audience signals across Instagram, TikTok and YouTube - semantic relevance, hashtags and transcripts - then run audience-verification filters: geo/language/gender splits, engagement consistency, follower growth and recency. Fraud flags come from abnormal ER patterns, unreachable contact rates and mismatch between claimed and observed audience metrics.