We run multi-layer checks on creator profiles and their followers - behavioural signals, engagement consistency over L30D/L90D, audience location/language distributions, bot/fraud patterns, sudden growth spikes, and reachability. Combined with semantic content and lookalike signals, this flags unlikely audiences so you only shortlist credible creators.