Predictive models revolutionize online retail profits by identifying profitable customers.
Online retailers aim to increase profits by building long-term relationships with profitable customers. Customer lifetime value (CLV) measures a customer's future purchases' value. This study compared prediction models to predict CLV, finding that probability models are best for predicting CLV in Winkelstraat.nl's customer database.