What Is Predictive Analytics in Marketing and How Does It Work?

For most of marketing's history, the data you had told you what already happened. How many people opened the email. How many converted last month. What your best campaign was last quarter. That is your rearview mirror — useful, but entirely backward-looking. Predictive analytics is your headlights. It uses historical data, machine learning, and statistical models to forecast what is likely to happen next: which customers are about to churn, which leads are actually ready to buy, which campaigns will perform before you spend the budget. Here is what it is, how it works, and where most businesses should start.