Promoter: An Automated Promotion Evaluation System

A system and methodology for evaluating manufacturers' trade promotions which may be combined with consumer promotions is described. The methodology incorporates concepts from expert systems in order to evaluate promotions on a mass scale i.e., by geographical area and size or flavor with a minimum of analyst intervention. The system uses available data shipments, warehouse withdrawal or store level scanner data and contains a knowledge base to recognize and adjust for data irregularities. The system estimates a baseline of what sales would have been had a promotion not been run. The three available real cases where promotions were discontinued are shown as partial validation for the procedure. The large potential biases in using only factory shipment data for evaluating promotions are also explored.

[1]  William S. Cleveland,et al.  SABL: A Resistant Seasonal Adjustment Procedure with Graphical Methods for Interpretation and Diagnosis , 1978 .

[2]  R. Brown,et al.  A Model for Measuring the Influence of Promotion on Inventory and Consumer Demand , 1973 .

[3]  Alice M. Tybout,et al.  Impact of Deals and Deal Retraction on Brand Switching , 1978 .

[4]  G. Lilien,et al.  Marketing Decision Making: A Model Building Approach , 1984 .

[5]  Alfred A. Kuehn,et al.  Consumer Response to Promotions , 1976 .

[6]  P. Kotler Marketing Decision Making: A Model-building Approach , 1971 .

[7]  Robert C. Blattberg,et al.  Modelling the Effectiveness and Profitability of Trade Promotions , 1987 .

[8]  Robert C. Blattberg,et al.  Identifying the Deal Prone Segment , 1978 .

[9]  Robert C. Blattberg,et al.  A Theoretical and Empirical Evaluation of Price Deals for Consumer Nondurables , 2007 .

[10]  Bruce G. Buchanan,et al.  Heuristic DENDRAL - A program for generating explanatory hypotheses in organic chemistry. , 1968 .

[11]  Scott A. Neslin,et al.  A Model for Evaluating the Profitability of Coupon Promotions , 1983 .

[12]  Kenneth Hilton,et al.  Repeat-Buying: Theory and Applications. , 1973 .

[13]  W. W. Muir,et al.  Regression Diagnostics: Identifying Influential Data and Sources of Collinearity , 1980 .

[14]  C. Narasimhan A Price Discrimination Theory of Coupons , 1984 .

[15]  Subrata K. Sen,et al.  Market Segments and Stochastic Brand Choice Models , 1976 .

[16]  David C. Hoaglin,et al.  Applications, basics, and computing of exploratory data analysis , 1983 .