Stop guessing what to build.
Let Reddit tell you.
See what others miss
Our AI analyzes every post to surface the highest-signal opportunities
Frustration Detection
We analyze post length, emotional language, and frustration indicators to score how badly someone needs a solution.
- !Detects words like "frustrated", "hate", "impossible", "fed up"
- ?Longer posts = deeper pain = better opportunities
- โScore from 1-10 so you focus on high-signal posts
"I'm so frustrated with every task app. Why can't any of them just..."
How it works
From zero to validated ideas in 3 simple steps
Pick your niches
Choose from 13 pre-built subreddit groups or create custom searches. Finance, health, dev tools, parenting โ we've got you covered.
Run a scan
We search 20+ intent keywords like "is there a tool for" and "I'd pay for" across your chosen subreddits. AI classifies every result.
Find your next SaaS
Filter by frustration score, pay signals, and category. Bookmark the best ones. Export to CSV. Click through to validate on Reddit.
Trusted by indie hackers and SaaS founders
"Found 3 solid SaaS ideas in my first scan. One of them is now my main project making $2k MRR."
"The pay signal detection is genius. I only focus on opportunities where people are literally asking to pay."
"Way better than manually scrolling Reddit. The AI scoring saves me hours every week."
Simple, transparent pricing
One plan. Everything included. Cancel anytime.
7-day free trial ยท No credit card required
- Unlimited scans across 65+ subreddits
- AI opportunity scoring
- Pay signal & frustration detection
- Email alerts for high-score opportunities
- Bookmarks & CSV export
Frequently asked questions
Can't I just search Reddit myself?
Do I need a Reddit account?
What happened to GummySearch?
Can I cancel anytime?
Stop scrolling. Start building.
Every day, hundreds of people describe the exact tool they wish existed. Find them before your competitors do.
Start Your Free Trial