Market Intelligence on Autopilot
Niche Sonar analyzes 140+ daily discussions across tech communities and uses AI to identify emerging market opportunities—ranked by signal strength, not just mentions.
See what’s inside
A live, ranked feed of emerging opportunities — refreshed daily. Start your free trial to see it in full.
TRUSTED BY FOUNDERS, PRODUCT LEADERS & INVESTORS
Y Combinator
TechCrunch
Product Hunt
Indie Hackers
AI Summit
How It Works
Three simple steps to discover emerging market opportunities
Collect
Automatically scrapes top discussions from Hacker News (top, ask, show), GitHub issues, Stack Overflow, and Product Hunt.
Analyze
Claude AI groups related problems into themes and extracts: mentions, upvotes, comments, affected audience, and market size.
Score & Rank
Signal Strength = (mentions × 20) + (votes × 0.1) + (comments × 0.5) + (platforms × 25). Top opportunities bubble up.
Real-Time Signal Aggregation
Automatically collects and analyzes discussions from Hacker News, GitHub, Stack Overflow, and Product Hunt.
AI-Powered Analysis
Claude AI semantically groups related problems and identifies emerging market trends across 140+ daily sources.
Signal Strength Scoring
Ranks opportunities by engagement metrics: upvotes, comments, and cross-platform presence.
Daily Auto-Refresh
Get fresh insights every day. Opportunities are automatically collected and ranked without manual effort.
Export & API Access
Pro tier: CSV exports. Premium: Full REST API to integrate data into your own tools and dashboards.
Fast & Actionable
Skip the noise. See the top 10 emerging problems your audience is discussing right now.
Who Uses Niche Sonar
Founders
Validate startup ideas and identify pain points before building. Find your first customers.
Product Managers
Stay ahead of market trends. Discover feature requests and competitive threats early.
Investors
Track emerging markets and identify promising founders solving real problems.
Marketers
Understand your audience's pain points. Build better content and positioning.
Researchers
Analyze tech trends systematically. Export data for deeper analysis.
Developers
Integrate opportunity data into your own tools via API.
What Users Say
“Niche Sonar helped me identify a market gap that turned into a $50K/month SaaS in 6 months.”
Sarah Chen
Founder, CloudTools AI
“We use Niche Sonar to stay ahead of competitor moves and market shifts. It's like having a market research team on autopilot.”
Marcus Rodriguez
Product Lead, TechStartup Co
“The API integration lets us automatically feed market opportunities into our product roadmap system.”
Lisa Wang
CTO, DataSync
Data Sources
Hacker News
40 top + 30 ask + 30 show
140+ posts/day
GitHub Issues
30 most-reacted
140+ posts/day
Stack Overflow
70 across 7 tags
140+ posts/day
Product Hunt
30 newest
140+ posts/day
Ready to discover your next big opportunity?
Join founders, PMs, and investors who use Niche Sonar to stay ahead of market trends.
7-day free trial. No credit card required. Upgrade to Pro ($29/mo) or Premium ($59/mo) anytime.