We stitch together quick, human-readable checks—recent 30-day ER trends, posting rhythm, audience geos/ages, and semantic fit of captions/videos—then hunt for odd spikes: sudden follower jumps, view outliers, bot-like engagement. Trouble-makers get downranked or flagged for manual review.