Validatebefore you build.
Diagnose. Sharpen. Model. Hand off.
Five steps from a vague project to a build-ready PRD — without months of guessing.
Diagnose your project.
Plain-language description in. A grounded verdict out.
- 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.
Sharpen the project by interrogating the report.
Comment any finding. Go deeper with the AI assistant. Turn what you learn into tasks in your project panel.
- Comment any finding to flag what feels off.
- Go deeper with the AI assistant — grounded, in-context answers.
- Spin up tasks and blockers from the report — track them in your project panel.
Model the MVP features with the agent.
An agent that proposes, defends, and demotes features in chat — built to fight scope creep with you.
- Ask the agent to draft the MVP from your validated idea — proposals appear as editable cards inline.
- Edit any field manually before accepting. Reject what doesn't fit.
- Move features between MVP core / nice-to-have / out-of-scope with a written reason — your anti-scope-creep paper trail.
Feed the agent with images and notes.
Drop screenshots, competitor captures, interview notes. The agent reads them and folds the context into every future proposal.
- One composer: textarea, image / file attach, save.
- Each upload — image or note — gets a 1–2 sentence AI summary.
- Summaries get injected into the agent's context — no manual copy-paste, no lost context.
Hand off to Claude or Codex and start building.
One click. Discovery + PRD bundled as a single markdown ready to paste.
- Verdict, target user, signals, MVP features, risks, next steps — structured.
- Drop into Claude, Codex, Cursor — context travels with you.
- Agent picks up where you left off.
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
- 50 AI credits to challenge the report
- Reddit + HN + Brave demand signals
- Solution-problem match score (% fit)
- Verdict: BUILD / VALIDATE / KILL
Pro
- 5 full discovery reports per month
- 300 AI credits per month
- Iteration log: comments + AI reviews per report
- Dashboard with all your validated projects
- One-click .md handoff to Claude / Codex
Studio
- Everything in Pro, plus:
- 20 full discovery reports per month
- 1,000 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,
alive.
Comment any section. Flag blockers. Ask Scoutr AI. Your report stops being a PDF and becomes a working document.
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?
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