Analyzing behavioral variables and providing a user-specific churn score, is a game-changer for video services. By understanding user behaviors and preferences in depth, it can predict which users are at risk of canceling their subscriptions. Armed with this knowledge, video services can proactively implement targeted strategies to retain subscribers, such as offering personalized incentives, content suggestions, or tailored communication, ultimately reducing churn and preserving their subscriber base.