A style-driven system may create a holistic shopping experience by generating a user interface (“UI”) with interactive controls and a single presentation for an outfit with two or more items selected from two or more different categories of goods having different utilities or purposes. The single presentation may provide a comprehensive and holistic presentation of the outfit by presenting the items together with a particular arrangement. The holistic shopping experience may include selecting a set of substitute items that are in a same category of goods as a particular item of the outfit and that have one or more style attributes in common with the particular item, and modifying the UI by presenting the set of substitute items for the particular item, and by replacing the particular item in the particular arrangement with a selected substitute item from the set of substitute items.