We run layered checks on recent activity and audience signals. We analyze L30D ER%, posting cadence, view distributions, follower growth patterns, and audience geography/language. Semantic search spots irrelevant content. Fraud markers flag abnormal spikes, bot-like follows, or engagement anomalies before approval.