AI Design System Library

A curated marketplace of pre-built design systems and UI templates optimized for AI code generators (Claude, GPT, etc.). Users browse, customize, and instantly scaffold production-ready UIs without designing from scratch.

The explosion of vibe coding and AI-assisted development via tools like Cursor, Bolt, and v0 has created a real gap: AI code generators produce functional but visually generic UIs because they're drawing on generic training data, not curated, production-quality design systems. The closest substitute is shadcn/ui, which is free and widely adopted, meaning you're fighting against a beloved open-source default rather than a paid incumbent — that's a harder battle than competing with software. The $500–2k/mo revenue band is honest given the market: this likely tops out as a small side income unless you can build a large catalog and a community around it, since the per-template price ceiling is low and buyers are often one-time. The biggest risk is commoditization — v0 by Vercel is already moving in this direction natively, and if the major AI coding platforms bundle curated UI scaffolding, the standalone marketplace becomes redundant overnight.