We run multi-layer checks on creators and their audiences using engagement consistency, subscriber growth patterns, view distributions, and unusual spikes; cross-validate audience geography, language and gender buckets; flag low-reach subscribers and bots; and surface a fraud score plus red-flags so you can reject risky matches quickly.