Background
The Problem
People constantly see outfits they love in everyday life but have no easy way to capture, identify, or shop them. Inspiration strikes in passing moments, on the street, at a café, during a commute - yet most shopping and style platforms are built for static browsing, not real-world discovery. Pinterest and Instagram offer inspiration, but lack context or direct access to items. Spotted bridges this gap by letting users snap outfits in the wild, tag what they see, and either shop or save the look. It transforms the physical world into a personal, shoppable style feed.
Problem Statement:
The best outfit inspiration happens offline but we’re not equipped to capture it
Bright Idea
The Solution
Spotted is a real-world fashion discovery tool that lets users capture outfits they see on the street and turn them into instantly shoppable experiences. What sets this build apart is that I’m designing and prototyping the entire product using AI. Every screen, interaction, and user flow is being generated, refined, and tested with the help of AI tools. I'm using AI not just for visual direction or copy, but to explore layouts, solve edge cases, and iterate in real time without needing a traditional design team. It allows me to move faster, stay intentional, and build a product that feels polished and expressive from end to end.
Currently a work in progress, but I'm so excited to finally share it. Consider this your official sneak peek.
Background
The Problem
People constantly see outfits they love in everyday life but have no easy way to capture, identify, or shop them. Inspiration strikes in passing moments, on the street, at a café, during a commute - yet most shopping and style platforms are built for static browsing, not real-world discovery. Pinterest and Instagram offer inspiration, but lack context or direct access to items. Spotted bridges this gap by letting users snap outfits in the wild, tag what they see, and either shop or save the look. It transforms the physical world into a personal, shoppable style feed.
Problem Statement:
The best outfit inspiration happens offline but we’re not equipped to capture it
Bright Idea
The Solution
Spotted is a real-world fashion discovery tool that lets users capture outfits they see on the street and turn them into instantly shoppable experiences. What sets this build apart is that I’m designing and prototyping the entire product using AI. Every screen, interaction, and user flow is being generated, refined, and tested with the help of AI tools. I'm using AI not just for visual direction or copy, but to explore layouts, solve edge cases, and iterate in real time without needing a traditional design team. It allows me to move faster, stay intentional, and build a product that feels polished and expressive from end to end.
Currently a work in progress, but I'm so excited to finally share it. Consider this your official sneak peek.
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