Validator AI
AI-powered startup advisor that generates, validates, and simulates your business ideas with personalized market analysis and launch guidance.

Validate your startup idea before you build it
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Scoutr tells founders whether a startup idea is worth building. It cross-references Reddit and Hacker News discussions, search demand and competitor revenue, then returns a BUILD, VALIDATE or KILL verdict with a fit score and its sources. Surviving ideas get an MVP scope and a build-ready PRD.
Updated Oct 16, 2026.
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Describe your project and Scoutr cross-references Reddit, Hacker News, search demand and competitor revenue. You get BUILD, VALIDATE or KILL with the receipts attached, not an opinion.
Each diagnosed project keeps its verdict, fit score and signals. Compare them side by side and decide which one deserves your next sprint.
The agent drafts your features from the validated report and sorts them into core, nice-to-have and out-of-scope, with a written reason for every call. Its whole job is stopping scope creep.
One click assembles features, acceptance criteria and rationale into a build-ready spec you paste straight into Claude Code, Codex or Cursor.
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AI-powered startup advisor that generates, validates, and simulates your business ideas with personalized market analysis and launch guidance.