We run multi-layer checks: semantic content matching, engagement consistency vs. one-offs, follower-quality signals and audience market overlap. L30D interaction patterns feed a fraud score, with percentage reach estimates, bot/ghost flags and audience-origin checks — all visible on the one-view profile sheet for swift verification.