scoutr.dev
AI Productivity Tools
Scoutr turns messy startup ideas into evidence-based verdicts and a build-ready PRD using live demand signals and AI scoping.
What does scoutr.dev do?
Scoutr is a startup idea validation hub that diagnoses multiple project directions and helps you choose what to build next. You describe your idea in plain words, then Scoutr cross-references live market signals from Reddit, Hacker News, and competitor revenue to produce a data-backed verdict.
The workflow goes from diagnose to compare to sharpen. Each project gets a solution–problem fit score and a BUILD / VALIDATE / KILL verdict, using multiple frameworks in parallel (including 5 Whys, JTBD, market sizing, competitors, and validation). You can keep several diagnosed options in one dashboard, compare them side by side, and promote the strongest ones into modeling when you’re ready.
After you validate, Scoutr helps you model the project feature-by-feature with an AI scoping agent. You can confirm, edit, or reject proposed MVP features, decide what’s core versus out-of-scope with written reasons, and export a structured PRD with acceptance criteria and rationale—ready for your coding agent to execute.
What inputs do I need to run a discovery report in Scoutr?
Write your project description in plain words. Scoutr then cross-references live demand signals and competitor data to generate a verdict and fit score.
Where does Scoutr’s demand-signal research come from?
Scoutr uses live signals from Reddit, Hacker News, and competitor revenue to support the analysis.
What does the BUILD / VALIDATE / KILL verdict mean?
It’s a practical recommendation based on the project’s solution–problem fit, meant to guide whether you should build, validate further, or deprioritize the idea.
Can I compare multiple ideas at the same time?
Yes. Scoutr keeps diagnosed projects in a single hub so you can compare verdicts and fit scores side by side and choose which one deserves your next sprint.
What happens after I get a BUILD verdict?
You can model features with the scoping agent and export a structured PRD, with features grouped by MVP core, nice-to-have, and out-of-scope along with rationale and acceptance criteria.
Does Scoutr help with scoping beyond just analysis?
Yes. It includes an AI agent to draft and refine the project feature set, helps you prevent scope creep, and logs your scope decisions so you have a clear trail of why each change was made.