We analyze creator content and audience patterns across the rolling 30-day window - looking for inconsistent engagement spikes, duplicate/fake follower sources, abnormal view-to-follower ratios, and sudden growth. Semantic match of audience language/geo/gender plus engagement distributions flags low-reach accounts, and our reachability estimate reports "% of followers likely to see the post" from normalized ER, cadence, and view bands.