The special analytical difficulties that the retail industry faces are clearly laid out in Advanced Customer Analytics. The book discusses the types and quantities of data acquired during transactions, the proximity to the customer, and the necessity of observing client behaviour across several channels. The book promotes a category management strategy that incorporates targeted marketing and loyalty design as well as elasticity modelling and discount methods to take into account the requirement to comprehend customer psychology.