Appcues and Common Room are making stale properties, duplicate contacts, test users, and CRM decay visible product problems. Bad data breaks targeting, automation, attribution, and AI recommendations. First build slice: detect unused properties, duplicate contacts, test data, invalid identities, and risky segments, then recommend cleanup actions.