Get 5 structured feedbacks on your idea. In 72 hours.
Behavioral feedback only — never "would you use this?" theater — from real, vetted builders, in 72 hours. Walk away with ranked results and a roxor-context.md file your AI agent can actually use.
How it works
Submit your idea.
90 seconds. We match it to validators who know your space.
Real builders respond.
5 vetted validators answer 5 behavioral questions in your space — no "would you pay?" theater, just what they'd actually do.
Results + agent context.
A results link ranks every concern and tallies helpful votes on each response — plus roxor-context.md for Claude Code, Cursor, or Codex.
Building in the dark is expensive.
- No audience means no honest feedback — and social networks are noise, not signal.
- AI validators hallucinate confidence. Enterprise research tools cost hundreds a month. Neither is a real human.
- Your AI writes the code but knows nothing about what users actually want.
Your coding agent can finally hear from real humans.
Every result ships with roxor-context.md — paste it into your CLAUDE.md or AGENTS.md and your agent builds against real user signal, today.
Have opinions? Become a validator.
Review ideas in your space. Build your rank. Shape what gets built. The first 100 validators become Founding Validators: permanent badge, lifetime Pro, priority feedback on their own launches.