We run multi-layer checks: semantic analysis of content and hashtags, audience demographics and reachability, rolling L30D engagement patterns, fraud signals and consistency vs. spikes, follower geography/language splits, and engagement normalization. Outputs flag risk levels so you can shortlist clean, campaign-ready creators.