We run automated checks on activity patterns, engagement consistency and audience signals from the rolling 30-day window - ER trends, view distributions, posting cadence, sudden spikes and follower-growth anomalies. Semantic audience filters (location, language, gender) plus bot/fake-account heuristics flag risky profiles so you can verify reach and reduce wasted spend.