Category roles and definitions using Supermarket Card data Greg Adams, Pawan Lingras, Stephanie MacDonald, and Chad West Transactional data obtained from a supermarket card can be helpful in improving marketing strategies. This paper describes a framework for associating product purchase behaviour with customer loyalty. Various indexes were created in an attempt to measure customers’ loyalty. Products were grouped into those that must be purchased, in order for a customer to be deemed loyal, and into those that simply enhance the loyalty of a customer. It is hoped that the project will be helpful in determining the definitions and roles of merchandising categories used by supermarkets.