We run multiple checks: semantic content-match, audience composition and engagement patterns, post consistency vs spikes, follower growth trends, engagement-rate normalization (L30D), top-country and language splits, and automated fraud signals. Profiles flagged for anomalies show reduced reachability scores so you can shortlist safely.