A predictive model in email marketing leverages data and statistical algorithms to forecast future events based on historical data. It helps marketers anticipate customer behavior, optimize campaigns, and enhance overall engagement. By integrating a predictive model, businesses can send more personalized and timely emails, ultimately improving their ROI.