We analyze recent engagement patterns, audience signals, and posting cadence across the last 30 days. Anomalies trigger flags - sudden follower spikes, abnormal ER distributions, bot-like comment patterns, and mismatched audience geography. Flags combine with semantic checks for contextual mismatches.