We combine semantic AI scans of bios, hashtags and transcripts with audience forensics. Rolling 30-day ER, views and growth expose anomalies. Filters flag bots, abnormal engagement, location, language and reachability. Lookalike checks and fraud scores confirm TikTok influencers crypto audiences.