Scanner data from supermarkets constitute a nontraditional data source for economic applications. Few agricultural economists have used scanner data in market or economic research. This paper addresses the benefits and problems associated with the use of scanner data in research. The relevant literature in the agricultural economics field is reviewed and some implications for further research are discussed.