Stop building ideas
nobody wants
XFoundry started as a personal tool to filter the noise — hundreds of SaaS ideas from HN, Reddit, and Indie Hackers, scored by AI every hour.
It grew into a full validation loop. Today it takes an idea from raw signal to analyzed, de-risked, and ready to build — in minutes, not months.
01
Find
Scrapes HN, Reddit, Product Hunt and Indie Hackers hourly. Every idea scored on market demand, feasibility, moat and revenue potential.
02
Validate
Deep analysis maps real competitors, TAM, dev plan and monetization strategy. Know if it's worth building before writing a line of code.
03
Build
Export a Claude Code prompt and a business plan PDF. Go to market with a clear MVP scope, tech stack, pricing and launch strategy.
The story
I kept having ideas. Good ideas, maybe. But I had no way to tell — not without spending two weekends building an MVP that flopped.
So I built a scraper. It pulled threads from HN and Reddit, Claude scored each one on five dimensions, and I finally had a signal I could trust. I started using it every morning.
Then I wanted more. Who are the real competitors? What's the TAM? How long to build an MVP? What should I charge? Deep analysis answered all of it with one click.
Then I added export. Now when I find an idea worth pursuing, I can hand Claude Code a complete brief — stack, MVP scope, target customer, pricing — and start building the same day.
The whole loop — from raw idea to validated, scoped, and ready to ship — now takes under an hour.
What you stop wasting
Weekends
Building MVPs for problems that don't exist
Money
Paid ads on landing pages before validating demand
Energy
Context-switching between ideas without a clear signal
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