AttributionGuard provides external, runtime verification of consent enforcement by observing actual browser behavior across different consent states, offering artefacts that engineers can independently validate. The service focuses on evidence-backed, stand-alone reports to help engineers and privacy teams understand enforcement drift and timing issues without recommending compliance actions or handling remediation.