Predictive analytics can improve customer satisfaction by analyzing customer preferences to anticipate their desires and needs. By leveraging this data, businesses can offer personalized recommendations, timely customer support, and targeted marketing campaigns, thereby enhancing the overall customer experience and loyalty.