Abstract: A product discovery portal provides product recommendations based on user input and visualizations of recommended products that showcase the products within a particular environment or setting. The user input is indicative of one or more characteristics of a user of the products or a desired environment or setting in which the products are to be used. Based on the user input, the product discovery portal selects products or collections of products. The product discovery portal generates a graphical representation by which to visualize the selected products or collections in a suitable environment.