Unlocking Profit Potential: Simple Models Best for Predicting Customer Lifetime Value
Customer lifetime value (CLV) is an important metric in customer relationship management. This study focuses on predicting CLV in industries where customers can buy multiple services. Simple models work best for predicting individual customer CLV, while more complex models are better for customer groups. Overall, CLV predictions are accurate at the aggregate level, making them useful for financial analysis.