We cross-check creator content and follower behavior: semantic analysis of bios/hashtags/posts, engagement consistency over L30D (ER%, views, cadence), audience demographics and reachability, growth and recency patterns, plus fraud signals. Results feed an audit-ready profile sheet highlighting suspicious spikes and likely authentic reach.