Guide · AI design
AI prototype generators, explained
An AI prototype generator turns a plain-language description of a product into a prototype you can click through. Instead of drawing every screen by hand, you describe the product and the tool generates the screens, states, and flow.
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How does an AI prototype generator work?
An AI prototype generator takes a prompt — a description of the product you want — and derives the screens a user would reach, then generates each one and links them into a navigable flow. The best ones also draw the states a real product lives in, not just the ideal screen.
The value is speed and completeness. What takes a designer days of manual work per flow is generated in one pass, so you start from a whole product surface instead of a blank canvas.
What separates a good AI prototype generator?
Completeness is the first test: does it draw every screen a user would reach, or a hero and a few placeholders? Every state is the second: empty, loading, populated, error, and edge, not just the happy path. Both themes is the third: a shipped product has a light and a dark mode.
The last test is handoff. A prototype is only useful if a team can build from it, so stack-agnostic handoff specs matter more than code locked to one framework.
How Koryvant approaches it
Koryvant is an AI prototype generator built around completeness: from one prompt it generates every screen in every state, across light and dark, under a bespoke design language, plus stack-agnostic handoff specs. You preview it live and refine it by chat.
Koryvant generates the design surface, not a running application. Koryvant is the design-complete blueprint layer, not a full-app builder. There is no backend, no database, and no running full-stack app.
Try it on your own idea
Describe your product to Koryvant and get a complete clickable prototype — every screen, every state, both themes — free to generate and preview.
Questions
- What is an AI prototype generator?
- An AI prototype generator turns a text description of a product into a clickable prototype — the screens, states, and flow — without drawing each screen by hand.
- Does an AI prototype generator write production code?
- Some produce code; some, like Koryvant, produce the design surface plus stack-agnostic handoff specs so engineering can build on any stack. Koryvant is the design-complete blueprint layer, not a full-app builder. There is no backend, no database, and no running full-stack app.
- Is an AI prototype generator free to try?
- With Koryvant, generating, previewing, and iterating is free. Unlocking a project to edit, deploy, and download is a one-time payment per project — no subscription, no credits.
Keep reading: AI mockup generators, explained or How to prototype an app before you build it. Browse all guides, or see Koryvant by product type.