Rapid Prototype + User Testing Loop Platform

A platform that chains together feature ideation, functional prototype building, in-app usability testing, feedback synthesis, and V2 generation — all within a single AI-native workflow session.

▶ WATCH THE SOURCE SEGMENT — Become AI Native in less than 60 mins

01 THE IDEA

Demonstrated live in the video, this is a skill-chain-powered product development loop: you describe a feature idea via voice, an agent builds a functional (not Figma) prototype in under 10 minutes, a usability test is automatically embedded into the prototype as a 'labs page,' you share the link with real users, they complete the test, and a synthesis skill generates insights and a V2 plan — all within one session. The whole cycle from idea to validated V2 spec can happen in under an hour.

The target market is product teams, indie hackers, and agencies who currently spend weeks on design → build → test cycles. By collapsing the loop with AI skill chains, teams get real market signal almost instantly. This could be packaged as a standalone SaaS tool, a Claude-powered workflow template marketplace, or an add-on to existing prototyping tools. The 'labs page + signal tab' concept is a novel addition that turns prototypes into living research instruments.

02 THE NUMBERS

EXPECTED ARR

$100K – $2M

INITIAL INVESTMENT

$30K + 300h

MONTHLY BURN

$10K + 100h

AUTOMATION

7/10

COMPETITORS

18 · GROWING →

SKILLS

AI/LLM integration, full-stack development, UX research methodology, product management, prompt engineering

03 THE VERDICT

The gap between fast AI prototype builders and proper user research tools is real and underserved. Closing that loop in one product creates a genuinely novel category. Early adopters among indie hackers, lean startups, and AI-native agencies are obvious. The main challenge is product complexity — you're stitching together three distinct workflows — but the demonstrated proof-of-concept shows it's achievable. High potential to become a must-have tool in the AI-native product stack.

Verdict: BUILD. Don't have the ~300 hours it takes? Get matched with a vetted builder who does — we review every brief by hand and intro you to up to 3 builders.

FIND A BUILDER →

INTROS ONLY — NO FEES, NO ESCROW. THE PROJECT IS YOURS.

ALREADY BUILT — BY THE COMMUNITY

I BUILT THIS →

Nobody has claimed this one yet. Shipped it? Tell the story — every submission is hand-reviewed, and approved builds get listed right here with a link to your product.

04 THE FIELD

+15 MORE COMPETITORS + HEAD-TO-HEAD BATTLE PLANSSIGN UP / LOGIN →