Each report pulls the place's full Newest-sorted Google Maps review feed and scores it deterministically. Credible-reviewer ratings use observed, sufficiently sampled cohorts only; manipulation signals affect the risk verdict and cohort selection but never assign reviews an invented star value. Indicators, not proof.