The research paper gives a model for investigating the impact of discount-oriented promotional offers in retail sale on the shoppers. The model uses a data mining approach to find the effectiveness of a promotion, "Buy two, get one free (BTGOF)", on the customers. The model inducts decision tree based on the classes defined with the quantity of purchase for the item on promotion