We run layered checks on creator profiles and their followers: semantic relevance of content, audience location/language/gender splits, recent ER% and view patterns, follower growth consistency, and fraud signals. That combined snapshot flags likely bot farms, inflated reach, or one-off spikes so you can trust audience quality.