Early churn warning signals are the behavioral, emotional, and contextual shifts that precede a customer's decision to leave — declining logins, slipping feature adoption, rising support friction, and the quieter tonal flattening no dashboard tracks.

Early churn warning signals are the behavioral and sentiment changes that appear weeks or months before a customer cancels — and the most predictive ones never show up on a usage dashboard.