We run layered checks: semantic audience sampling on recent video viewers, engagement-consistency vs. spikes, follower geography matching to Bulgaria, ER% and view distributions over 30 days, and fraud flags from abnormal growth or bot-like interaction patterns—all combined into a risk score for each Bulgarian channel.