We run multi-layer checks: semantic content analysis of videos and hashtags, audience demographics and reachability, engagement consistency versus one-offs, growth patterns and recency, plus fraud signals (abnormal follower spikes, bot-like ER, view distributions). The result is a verified audience score before export.