The document discusses a shopper conversion solution that allows retailers to observe consumer behavior throughout the entire in-store shopping experience. The solution was used in a pilot program with a supermarket to follow shoppers and understand their decision making. The research yielded insights for retailers and manufacturers on optimizing store layouts, shelves, categories and marketing to increase purchases and basket size.