Predictive analytics uses historical data and machine learning algorithms to forecast future behavior. In email marketing, predictive analytics can help you identify which subscribers are most likely to convert, unsubscribe, or engage with specific types of content. This allows you to create proactive strategies to retain high-value customers and re-engage inactive ones.