We run multi-layer checks: semantic relevance filtering plus audience-health signals (engagement velocity, follower-growth patterns, last-post recency), fraud detection flags, ER% and view distributions over the last 30 days, and lookalike/audience-location verifications — all visible in each creator’s one-view profile.