We flag fraudulent followers and fake engagement by combining behavior and audience signals: sudden spikes, low unique viewers vs impressions, abnormal like/comment ratios, audience geography/language mismatches, and engagement consistency over the last 30 days. Scores and fraud flags surface in the profile sheet for quick vetting.