BUSINESS CHALLENGE: A retailer wanted to use POS data to determine which items have a higher propensity to attract shoppers to the store and also identify which households have the highest propensity to convert into frequent shoppers.

APPROACH: Integrated POS data with variables such as loyalty index and store ratio and then developed propensity models for customer acquisition

BUSINESS IMPACT: Client leveraged insights to design cost effective and efficient campaigns for customer acquisition..