Bidstitch
Making vintage fashion easier to identify, understand, and value.

Your wardrobe has a story. Bidstitch helps you discover what it's worth.
Bidstitch is an AI-powered fashion platform that helps users identify vintage clothing, understand its history, estimate its value, and organize their collections. The product brings together AI-powered recognition, detailed garment insights, digital closets, and shareable results in one mobile experience.


Making sophisticated technology feel effortless. The challenge was to turn complex AI capabilities into an experience that felt simple, engaging, and accessible.
Users needed to move naturally from scanning an item to understanding its value, exploring its history, and adding it to their collection. The interface also needed to accommodate different levels of information without overwhelming users.

We designed around the moment of discovery. Starting from blank screens, Layo helped shape the MVP's product experience and brand identity, completing the end-to-end MVP design work in three months
We structured the experience around a simple journey: scan an item, understand the result, explore its value, and decide what to do next.
Our work focused on making AI-generated information understandable, creating intuitive collection-management experiences, and establishing a consistent visual language across the product.



