PainSpotter
Mine real user pain from across the web, scored by AI
PainSpotter launched on July 26, 2026.
What it does
PainSpotter reads thousands of real conversations across the web every day, then uses LLMs to score each pain point by intensity, payment willingness, and technical feasibility. Get a ranked feed of validated SaaS opportunities — plus daily AI analyses and weekly theme reports. Free tier + REST API & MCP. Built for indie hackers and AI agents tired of guessing what to build next.
AI-powered analysis of Reddit, Hacker News, Product Hunt, Stack Exchange and more — uncovering real user pain points, willingness to pay, and actionable business opportunities.
Pain Spotter uses AI to scan thousands of real discussions across Reddit, Hacker News, Product Hunt and Stack Exchange, extracts the pain points, and scores each one 0–100 on pain intensity, willingness to pay and feasibility. You just build the high scorers. Find your next side project starting from a problem that's already validated. Track emerging pain in your niche before everyone else does. Not sure if it's you? Browse the first 10 opportunities free → Pain Spotter is an AI research tool for indie hackers, founders and product teams. It continuously scans Reddit, Hacker News, Product Hunt and Stack Exchange discussions, then uses LLMs to extract real user pain points and rank them as…from painspotter.ai
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