Bridging AI and E-commerce: How to Turn Generative Outputs into Actionable Shopping Lists

AI-powered e-commerce products often fail to convert users from 'wow' to 'add to cart' due to a lack of actionable steps following visual output. The issue lies in treating the generated image as the destination rather than the starting point. To bridge this gap, product builders should focus on carrying users across the '???', which involves dozens of individual product decisions, budget constraints, and physical space constraints. This can be achieved by designing a post-generation experience with three distinct layers serving different user needs.