I recently worked with a company (we’ll call them ABC, Inc.) on a customer segmentation strategy. This particular organization has a predefined set of marketing campaigns that they would send to all of their customers. There was no differentiation in the messaging or channel.
We created a number of predictive propensity models and teased out some really interesting segments in their customer population based on their likelihood to do something (buy more products, be more loyal....