Validate your next project.
From a rough idea to a build-ready MVP spec, validated with real evidence.
From loose idea to built project.
Scoutr is the hub where you diagnose multiple projects, pick the strongest, and turn it into a build-ready PRD.
Diagnose your next project.
You describe the project in plain words. Scoutr cross-references live market signals and returns a verdict with data.
- Live signals from Reddit, HN, and competitor revenue.
- 5 frameworks in parallel: 5 Whys, JTBD, market sizing, competitors, validation.
- Verdict BUILD / VALIDATE / KILL with a fit score.
All your projects live in one hub.
Every diagnosed project stays in your hub with its verdict and fit score. You see them side by side and pick which one deserves your next sprint.
- Every diagnosed project stays saved with verdict, score, and signals from the report.
- Compare BUILD, VALIDATE, and KILL at a glance so you know which one deserves time.
- Promote any project to project modeling when you're ready.
Sharpen the project by interrogating the report.
Comment the findings, dig deeper with the AI assistant, and turn each insight into a task on the project panel.
- Comment any finding that feels off so you can flag and revisit it.
- Dig deeper with the AI assistant, already loaded with the full context of your report.
- Convert any insight into a task on the project panel.
Model the project features with the agent.
An AI agent models your project feature by feature, with you in chat. Its job: keep you out of scope creep while you build.
- Ask the agent to draft the project from your validated project. Proposals appear as cards you can accept or edit before confirming.
- Move features between MVP core, nice-to-have, and out-of-scope with a written reason for every move.
- Every move is logged: your scope-decision history, not a pile of features without reasons.
Feed the agent with images and notes.
Upload screenshots, competitor captures, or interview notes. The agent processes them and folds that context into every future proposal.
- One composer: text, image or file, then save.
- Each upload gets a 1–2 sentence AI summary so you can see what it understood.
- Summaries flow into the agent's context automatically, with no copy-paste on your side.
Hand off to Claude or Codex as a ready-to-execute spec.
One click exports your full project specification — features, acceptance criteria, and rationale — ready for your coding agent to execute step by step.
- Features arrive grouped by status (core / nice-to-have / out-of-scope), so the coding agent knows what to build first and what to defer.
- Paste it into Claude Code, Codex, or Cursor and the agent works section by section against the spec.
- When you come back to Scoutr, the agent picks up where you left off.
Structured specifications at the center of the lifecycle, code at the end.
Your coding agent builds against a written contract with features, acceptance criteria, and rationale. The logic is defined before the first line of code, so the agent executes instead of guessing.
Build with evidence,
not intuition.
Start at $5 with Starter. Iterate seriously with Pro. Run multiple projects in parallel with Studio.
Starter
- 1 full discovery report per month
- 100 AI credits to challenge the report
- Reddit + HN + Brave demand signals
- Solution-problem match score (% fit)
- Verdict: BUILD / VALIDATE / KILL
- MVP workspace: model features + export the spec
Pro
- 5 full discovery reports per month
- 600 AI credits per month
- Iteration log: comments + AI reviews per report
- Dashboard with all your validated projects
- MVP workspace + AI scoping agent on every project
- One-click spec handoff to Claude / Codex / Cursor
Studio
- Everything in Pro, plus:
- 20 full discovery reports per month
- 1,500 AI credits per month
- Built for parallel projects
Need more reports than your plan? $5 per additional report.
Need more than 20 reports/month or volume pricing? Email tom@scoutr.dev →
AI suggests. You validate with humans. — Build with evidence. Not hope.
Your discovery
doesn't stop here.
Comment any section, dig deeper with the AI assistant — then model your MVP feature by feature and hand it off as a build-ready spec.
Try Scoutr free
Discovery Report
fit detected
Strong demand from remote teams. Existing tools fall short on action-item extraction.
"AI tool that joins my meetings and writes structured notes + action items"
Single-vendor risk on transcription API
→ Whisper and Deepgram both raised prices in 2024.
Meeting consent laws vary by region
→ Two-party consent states require explicit opt-in.
A vendor-agnostic abstraction layer (~2 weeks) keeps you portable across Whisper, Deepgram, AssemblyAI.
Discovery Report
Strong demand. Existing tools fall short.
What if Whisper raises prices again?
A vendor-agnostic abstraction layer keeps you portable across providers.
Got questions?
From the blog