A customer pain point is a recurring problem or
frustration experienced by users that represents
an opportunity for a product or service to provide a solution.
Pain Point Engine scans Reddit, Hacker News, GitHub, Stack Overflow, G2, Upwork and more — then uses AI to surface real user pain points, market gaps and unmet customer needs before your competition finds them.
Real discovery from Pain Point Engine
Notion ↔ Google Calendar two-way sync
3,200+ users complaining across platforms. 47 Upwork jobs posted to solve it manually. No clean solution exists.
💡 Proposed solution: A lightweight sync daemon with conflict resolution — estimated $29-49/mo market price
GitHub Desktop — no Linux client after 6 years of requests
1,400+ GitHub issue upvotes. No official response. Linux devs forced to use CLI or third-party tools.
💡 Proposed solution: Electron-based GitHub Desktop port for Linux — freemium model
AI market research scanning 10 data sources simultaneously
Pain Point Engine is a cutting-edge market research tool that leverages AI to analyze 10 data sources and 50,000+ monthly data points, outperforming traditional methods by providing actionable insights in 30 seconds. With Pain Point Engine, you can validate demand and identify market gaps with ease.
| Feature | Pain Point Engine | Manual Research |
|---|---|---|
| Sources scanned | 10 platforms | 1-2 platforms |
| Time to results | 30 seconds | 2-4 weeks |
| Cost | Free tier available | $5,000–$50,000 |
| AI severity scoring | ✅ Included | ❌ Not available |
| Proposed solutions | ✅ Auto-generated | ❌ Manual only |
Three steps from search to validated market opportunity
Type a product category, industry, or software name. The engine simultaneously queries all 10 data sources for complaints, feature requests, and gaps.
Our LLM layer reads every post, classifies pain type, scores severity 1-10, identifies the software being complained about, and generates a proposed solution.
Ranked results with source links, impact badges, and downloadable reports. You get the full research, not just headlines.
Built for people who build things
Stop building in the dark. Find validated pain points with evidence of willingness to pay before writing a single line of code.
Accelerate customer discovery. Hours of manual Reddit research compressed into minutes of ranked, AI-scored opportunities.
Bring hard evidence to roadmap decisions. Show stakeholders what users are actually frustrated about, with sources.
Generate client insights faster. White-label reports included in Agency tier. Deliver research that looks like weeks of work.
According to CB Insights, 35% of startups fail due to no market need. Validated by HBR research and Statista.
Published: April 2026
Real feedback from early users
"I found a market gap in project management tools in 20 minutes that I'd been manually researching for 3 weeks. The Upwork job signal alone was worth the subscription."
Marcus T.
SaaS Founder, Austin TX
"The severity scoring is what makes this different. Not just complaints — ranked by how much people actually care. Changed how I do product validation entirely."
Sonia K.
Product Manager, London
"I use the downloadable reports for client presentations. Looks like we spent thousands on research. We spent $29. My clients have no idea and I'm not telling them."
Rafael D.
Digital Consultant, São Paulo
Free tier includes 3 searches per day. No credit card required.
Free plan • No credit card • Upgrade anytime