We analyze creator content and audience signals across the last 30 days: semantic relevance (titles/descriptions/transcripts), hashtag/keyword matches, engagement patterns, view distributions and posting cadence; then flag anomalies via fraud checks, audience demographics (gender/geo/language), reachability and engagement consistency to surface likely genuine followers.