Cross-selling opportunities

The objective of this example is to identify customer segments based on their purchase history across product categories. For example, the business wants to identify customers who've purchased a bike but not any bike accessories.

1. Assess the current state
   • 18,484 distinct customers have made purchases across three product categories

Unique Customers by Product Category

• As expected, there's significant overlap among the categories with customers purchasing from multiple categories.