Validated SaaS Idea & Pain Point Miner
A research tool that continuously mines Reddit, X, and niche communities for recurring pain points, clusters them by frequency and willingness-to-pay signals, and delivers a weekly validated-idea report with evidence quotes and competitor gaps.
- 0
- posts
- Confidence: 4 out of 5
- 0.76 model confidence
The problem
Founders repeatedly say they're tired of guessing what to build, feel like every idea is already taken, and waste months building products nobody wants — one founder lost 14 months and $12,000 on a micro-SaaS with no market fit.
Who it’s for
Indie hackers and aspiring SaaS founders
Market
~1–2M indie hackers and aspiring SaaS founders globally
Source: external_knowledge
Indie Hackers alone has hundreds of thousands of members, and the broader pool of aspiring SaaS founders across Reddit communities (r/SaaS, r/Entrepreneur, r/indiehackers), X build-in-public circles, and Product Hunt makers plausibly reaches 1–2M globally. This aligns with the target segment of founders actively seeking validated ideas.
Who already tried
- GummySearch
- IdeaBrowser
- Exploding Topics
Evidence-linked pain clusters with frequency scoring and churn/competitor-gap signals rather than raw keyword search.
What you’d build
Rough effort
200 hours
Stack
- Next.js
- Python
- OpenAI API
- Supabase
Integrates with
- X
- Product Hunt