Abstract: A set of computing methods and systems are provided that allow geographically distributed stylists to review and recommend “looks” for geographically distributed users, and that allow for asynchronous access by both the stylist and the user. Using “looks” instead of individual products allows the system to build an understanding of what products complement each other when worn together. Analytical insights of trends, style recommendations, customer behavior, and other internal data can be made available to stylists in order to help stylists more efficiently provide recommendations to multiple customers. Further, embodiments of the present disclosure may allow recommendations to be based around a look, but do not require that recommended products be depicted in an image associated with the look. In this way, greater flexibility can be achieved than if only products depicted in the look image were recommended.