A method and system create, on a portable electronic device, a real-time graphical view of an in-store product display that pinpoints the location of one or more target products on the product display. The graphical view is generated by capturing merchandise display data, such as a video feed of the in-store product display, and processing the data to detect the one or more target products based on predefined product recognition criteria uniquely associated with the respective target products.