Predictive analytics improves customer retention strategies by analyzing historical data to identify patterns and predict future customer behavior. By understanding trends such as likelihood of churn or purchasing habits, businesses can develop targeted marketing campaigns and personalized offers. This proactive approach allows companies to engage customers effectively, address issues before they lead to churn, and foster long-term loyalty, ultimately enhancing profitability.