Real People Are Already Complaining
About Problems You Can Solve
PainSpotter listens to actual user frustrations on Reddit and beyond, then ranks them by pain intensity, payment willingness, and technical feasibility. Stop guessing — build what they're already begging for.
2,294
Discussions Analyzed
2
Platforms
26
Channels Monitored
6,739
Opportunities Discovered
Last updated
Why Pain Spotter
Multi-Source Validated
Cross-referenced with Reddit, Product Hunt — not just one platform.
AI-Scored 0–100
Each opportunity ranked by pain intensity, willingness to pay, tech feasibility, and sustainability.
MCP & REST API
Pull opportunities directly into Cursor / Claude Desktop, or query via REST. Built for builders.
GDPR-Compliant
All user identities pseudonymized. No PII stored. Cookie-free analytics.
What's Heating Up Across Communities
Cross-source clusters of related pain points — these are the trends with strong signals across multiple channels right now.
How It Works
Monitor Multiple Platforms
We continuously collect posts, comments, and discussions from Reddit, Hacker News, YouTube, and other open communities.
AI Analysis
Our LLM analyzes pain points, payment signals, competitors, and technical feasibility across hundreds of comments.
Score & Rank
Each opportunity receives a 0-100 composite score. Build what ranks highest — it's already validated by real users.
Built for Builders
Skip the dashboard. Pull opportunities directly into your IDE via our MCP server, or query our REST API to feed your idea pipeline.