How do AI and ML algorithms measure engagement patterns?

Artificial intelligence and machine learning models analyze long term engagement behavior across entire ecosystems. They identify whether a sender produces content that creates value or irritation.

These models detect abnormal spikes, unusual patterns, and consistent negative actions. They evolve continuously and adjust filtering decisions in real time.

Mailbox providers use these systems to protect users by learning from billions of interactions.