FitAssembly is an AI-powered stylist that generates complete outfit ideas based on your gender, style aesthetic, budget, and custom mood prompts. Every look is shoppable with direct Amazon links.
How do I generate outfits?
Pick your gender, choose an aesthetic (like Streetwear or Old Money), set your budget tier, then tap 'Generate Fits.' You can also type a custom vibe in the prompt box for hyper-specific looks.
Are the Amazon links real products?
We use keyword-based Amazon search links to surface real, live products matching each item in your outfit. If you paste a direct product URL yourself, we'll route through that instead.
How do I save an outfit?
Swipe right on any card (or tap the heart) to save it to 'My Closet.' You can view, manage, and shop your saved fits anytime from the Closet tab.
How do I remove something from My Closet?
Go to 'My Closet,' tap the outfit you want to remove, then hit the trash icon on the card or inside the breakdown sheet.
Do you make money from purchases?
Yes. As an Amazon Associate, FitAssembly earns from qualifying purchases made through our links. This helps us keep the app free.
Can I use my own Amazon tags?
Right now all links route through FitAssembly's tracking tag to support the platform. Custom affiliate tags are on the roadmap.
Is my data private?
We don't require an account to generate outfits. Closet saves live locally in your browser. If you choose to sign up later, we only store what you explicitly save.