We cross-check audience signals and behavior patterns. We analyze follower growth, recent engagement consistency, view distributions, language and geo breakdowns, and topical alignment. Semantic mismatches, sudden spikes, fake-account markers and low reachability lower scores. Results flag likely fraud and rate audience quality.