Understanding how consumers choose wine continues to be a complex problem for researchers and practitioners alike. Wine is a difficult and confusing product for consumers to choose due to number of cues on the label, such as brand name, region, grape variety. Unlike most food products, the taste of the wine can vary due to the specific vintage, even if the brand and other extrinsic information remains the same. In other grocery categories consumers easily switch between different brands in accordance with market share and are not very concerned with taste or quality differences behind the different labels (Ehrenberg A., 2000). Brands on the shelf are seen as easily substitutable for one another. Wine provides a very different product category. Wine producers and sensory scientists focus for obvious reasons on the taste of wine as their key criterion for wine choice by consumers. Due to the number of products available and vintage variation, consumers may not be able to predict how the wine will taste before they buy. Understanding consumer tastes and being able to create wines to specific taste profiles is an important goal for wine companies and researchers. However, when consumers are shopping for wine, they face a bewildering array of products bearing a wide range of information. The consumers cannot usually taste the wine before purchase, so they must make their decision based on the available information on the label and bottle.