AI Wardrobe Insights and Style Identity App
An AI wardrobe app that turns what people own into insights on habits, spending and style identity.
- Industries
- Built with
- Flutter
- React
- Node.js
The project
A mobile app for style-conscious people that treats a wardrobe as data. Users add items from photos, links or receipts, and AI fills in the details. The app then shows what they wear most, what they rarely use, where they overbuy and what really defines their style. As the wardrobe grows, it builds a style identity from what the user actually owns, and guided prompts help them reflect before buying. Gamification keeps the process engaging. We built the iOS and Android apps in Flutter, with a Node.js back end and a React admin panel.
The challenge
- Most wardrobe apps tell people what to wear but not why they own what they own.
- Adding a whole wardrobe to an app by hand takes too long for most users.
- People overbuy and keep duplicates without seeing the pattern behind their purchases.
- Style quizzes give a one-off label that does not change as a person's wardrobe and habits change.
What we built
- Item capture from photos, links and receipts, with AI filling in the details.
- Insight views on wear frequency, unused items, duplicates, gaps and spending habits.
- A style identity that evolves from real wardrobe data instead of a one-off quiz.
- Guided reflection prompts that help users decide what to keep, let go or skip buying.
- Gamification and behavioral analytics that turn wardrobe management into an ongoing journey.
Key features
AI item capture
Clothes are added from a photo, a link or a receipt and details are filled in automatically.
Wear and use insights
The app shows the most worn and least used items in the wardrobe.
Duplicate and gap detection
Overlapping pieces and missing basics are flagged from the wardrobe data.
Spending habits
Users see where they tend to overbuy and how their purchases add up.
Evolving style identity
A style profile builds from what the user owns and changes as the wardrobe changes.
Reflect before buying
Guided prompts help users reconsider purchases and declutter.
