Our platform scans real Reddit communities, extracts genuine pain points and market signals, then generates AI-powered build packages your Claude Code agent can use to start shipping immediately.
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Indie hackers are using this to validate before they build.
Type the problem, market, or audience you want to validate. Be specific — "hospital wait queue frustration" beats "healthcare".
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AI picks subreddits
GPT selects the 8 most relevant subreddits where your target users actually complain, share, and seek solutions.
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Reddit data is analyzed
Posts and comments are scraped, sentiment is scored, pain points are extracted, and WTP signals are surfaced.
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Build package generated
Download a complete Claude Code starter package — project brief, skill files, env config, and setup guide.
What you get
Real signal, not surface-level data
Every report goes beyond basic sentiment to give you the insight that actually changes what you build.
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Market Signal Score
A 0–100 score that combines pain intensity, WTP signals, and competition level into one actionable number.
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Pain Point Extraction
The specific frustrations people actually express — in their own words, ranked by frequency and intensity.
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Willingness-to-Pay Signals
Real quotes where users mention price, budget, or express readiness to pay for a solution.
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Ranked App Ideas
3–8 app ideas ranked by opportunity score, each with target user, revenue model, and MVP features.
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Subreddit Breakdown
Which communities are talking about your problem and how — so you know where to market and recruit users.
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Competitive Gap Analysis
What exists, what's broken about it, and where the whitespace is for a new entrant.
Claude Code Package
Don't just validate. Start building.
Once you've found a validated idea, the platform generates a complete Claude Code starter package — a structured set of files your AI coding agent reads automatically to understand your entire project before writing a single line of code.
This isn't just a README. It's a purpose-built instruction set for Claude Code. Each skill file tells the agent exactly how to build a specific domain of your app — the data models, business logic, edge cases, and libraries to use — all derived from your validated idea.
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CLAUDE.md
Auto-read by Claude Code every session. Keeps the agent on track without any prompting.
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project.md
Master product brief — what the app does, who it's for, stack decisions, and constraints.
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skill-core-app.md
How to build the main app structure, routing, layout, and shared components.
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skill-auth.md
Auth flow, session management, protected routes, and user onboarding logic.
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skill-billing.md
Subscription plans, usage gating, Stripe integration, and upgrade flows.
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skill-[domain].md
AI generates additional domain-specific skills based on your idea — search, APIs, analytics, and more.
queue-alert-app/ — Build Package
queue-alert-app/
├── CLAUDE.md← auto-read by Claude Code
├── START_HERE.md← setup in 5 min
├── project.md← full product brief
├── .env.example← pre-filled vars
└── skills/
├── skill-core-app.md
├── skill-auth.md
├── skill-queue-engine.md
├── skill-notifications.md
├── skill-billing.md
└── skill-analytics.md
Ready to drop into your Claude Code project
Your first Claude Code prompt
Read CLAUDE.md, then project.md, then all files in /skills/. Confirm you understand the project, then tell me what to build first.
That's it. Claude Code reads everything and starts building with full context of your validated idea.
Everything included
One validation. Everything you need.
Analysis
Sentiment Report
Full breakdown of positive, neutral, and negative sentiment with executive summary and market signal score.
Pain point ranking
WTP signal quotes
Subreddit breakdown
Key themes
Ideas
Ranked App Ideas
Up to 8 opportunity-scored app ideas with full context on target user, revenue model, and competitive gap.
Opportunity score 0–100
MVP feature list
Reddit evidence quotes
Build complexity rating
Package
Claude Code Package
A downloadable .zip with everything your AI coding agent needs to start building the validated idea immediately.
project.md master brief
4–8 domain skill files
CLAUDE.md + START_HERE.md
.env.example pre-filled
Shareable
Public Report Link
Share your validation report with co-founders, investors, or your audience — no account required to view.
Public URL with slug
Full analysis visible
No login required
Great for fundraising
Get started
Validate your idea before you build it.
Stop guessing what to build. Let real Reddit data tell you where the pain is, who has it, and whether they'd pay for a solution.