Abstract: A system and method for generating personalized product recommendations for a user, along with the personalized reasons for the recommendation, which can then be used as part of a product purchasing system to deliver that product to the user. A system for image analysis may perform: obtaining an image of a face or head of a person, generating face features from the image, retrieving a plurality of features of a plurality of objects from a database, generating a plurality of combined face and object features from the face features and object features of the plurality of objects, generating a ranking of the combined face and object features, selecting at least one object based on the ranking of the combined face and object features, generating an interactive display of the selected at least one object, and providing user interaction of the interactive display to provide purchase of the selected object.