AI Prototype
An AI prototype is a clickable application produced mostly by an AI web builder or coding agent. It is for learning the flow and getting feedback — not a substitute for production engineering.
In depth
Tools like Lovable, Bolt, v0, Replit Agent, Cursor, and Claude Code collapsed the time from idea to something you can click. That is a real shift. The artifact they produce is still a prototype unless it passes a production checklist.
Useful AI prototypes: - Investor or user interviews - Founder alignment on the flow - Killing a bad idea in a weekend
Not enough: - App Store submission - Multi-tenant customer data - A hire who was not in the original chat
See AI prototype to production for the path out.
Real example
A founder generates a booking UI in Lovable in an afternoon, runs five user calls, then rebuilds the loop in Next.js + Supabase before charging.
Tools & calculators
Related terms
MVP (Minimum Viable Product)
A Minimum Viable Product (MVP) is the simplest version of a product that can be released to early users to validate core assumptions, gather feedback, and begin learning — with the minimum amount of effort and cost.
No-Code
No-code development uses visual builders and drag-and-drop interfaces to create applications without writing traditional code — platforms include Bubble, Webflow, Adalo, and Glide.
Production-Ready
Production-ready software is an application you would let strangers create accounts on: tenant-safe data, secrets kept off the client, a deploy you can roll back, and a core loop that works when the happy path fails.
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