We run layered checks on recent L30D activity: compare engagement consistency vs spikes, flag abnormal follower growth, analyze audience makeup (geo, language, gender) and reachability, score ER and view distributions, and use semantic-match signals to spot irrelevant or bot-driven engagement—all surfaced in an at-a-glance fraud & quality diagnostic.