A customer segmentation method, system, and computer program product, include inputting a set of characteristic features for each of a plurality of customers, defining a customer-event map that maps the characteristic features of each of the customers to a plurality of event categories, and estimating a likelihood of an event driven purchase for each product type and an event category combination.