We combine behavioral and profile signals to flag irregular audiences - recent follower spikes, engagement mismatches vs follower size, low reach probability, recycled commenters, and suspicious geography/language splits. AI-driven audience verification cross-checks content keywords, hashtag patterns and interaction quality to surface likely fake or inauthentic followers.