We run multi-layer checks: semantic match of bios/posts, audience demographics (gender, geo, language), engagement normalization (L30D ER%, views, cadence), growth and recency filters, plus fraud detection and reachability scoring—so micro-influencers on Instagram show verified, comparable audience quality before you short-list.