About SignalHunts
We believe the best product insights are already out there — hidden in community conversations. SignalHunts makes them visible, quantified, and actionable.
Our Mission
Every day, millions of people share their frustrations, needs, and desires in today's largest online communities. These conversations contain invaluable signals for product teams, marketers, and founders — but they are buried in noise.
SignalHunts's mission is to transform these raw community conversations into structured business intelligence that drives better product decisions, faster.
The Problem We Solve
Traditional user research is slow, expensive, and limited by sample size. Surveys suffer from low response rates and selection bias. Support tickets only capture existing users, not prospects who never signed up. Social media listening tools focus on brand mentions, not unmet needs.
87%
of product ideas fail due to lack of real demand
6-8 wk
average time for a single user research cycle
1.7B
monthly visits across major community platforms, full of unprompted feedback
Our Approach
AI-Powered Extraction
NLP models trained on complaint patterns identify pain points automatically — no manual reading required.
Multi-Source Intelligence
We aggregate signals from Reddit and Google News to give you a complete picture across communities and the news cycle.
Quantified Severity
Every pain point is scored on severity, frequency, and trend direction so you can prioritize with data, not guesswork.
Technology
SignalHunts is built on a modern AI stack designed for accuracy and scale:
Team
SignalHunts Founder
Solo founder & engineer
Building SignalHunts to solve a personal pain point — spending too many hours reading community threads to validate product ideas. Passionate about making community intelligence accessible to every team.
Want to Learn More?
We would love to hear from you.