We analyse recent follower patterns and engagement across the rolling 30-day window, flagging sudden follower spikes, abnormal like/comment ratios, repeat interactions from low-diversity accounts, and mismatched audience geos/languages versus creator claims. Combined with ER normalization and audience-market checks, this surfaces likely fraud among Dutch creators.