Metrics are commonly used to assess effectiveness. Impressions, screen uptime, and content schedules support system monitoring.In practice, behaviour often matters more than raw data. Content can be playing, yet still fail to communicate.Observing real-world behaviour helps explain why some deployments succeed. when placement matches movement.Under