How can AI assist in predicting unsubscribes or complaints?

AI models analyze patterns from inactive behavior, negative engagement, and historical complaint data. They identify subscribers likely to unsubscribe or complain often by generating a churn risk score for each contact.

These predictions help reduce risk by removing or slowing sends to at risk profiles before reputation damage occurs.