Metrics are commonly used to assess effectiveness. Playback logs and system metrics provide useful insight.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. Digital signage works best when it aligns with how people