We analyze creators and their audiences across recent activity - last-30-day posting, engagement patterns, and follower growth - then flag anomalies: sudden spikes, low view-to-follower ratios, inconsistent ER versus cadence, and suspicious audience geos/language. Semantic-match checks and audience verification reduce false positives; profiles failing these signals are marked for review.