predictive marketing

Predictive marketing is the integration of predictive analytics and machine learning into marketing practices. Specifically, data science techniques can be used to understand and predict customer behavior, allowing marketers to proactively respond to customers’ interests and behavior. Among many uses, predictive marketing can increase the success of upsell and cross-sell offers, improve conversion rates from email campaigns, and provide insights for campaign optimization.