We combine signal checks on recent engagement patterns, ER% normalization, view distributions and posting cadence with audience audits - gender, geo, language, growth spikes - plus fraud detection heuristics. The result flags suspicious anomalies so you see clean reach, consistent engagement and low fraud risk.