Insights From Real Data
We scrape thousands of Reddit conversations to find what founders actually struggle with. These are the patterns we keep seeing.
Pain Point Analysis for SaaS: The 3 Questions That Reveal High Intent Opportunities
Learn the 3 question framework for analyzing SaaS pain points that separates real demand from noise. Includes a scoring rubric, real Reddit examples, and step by step instructions for indie hackers, vibe coders, and bootstrapped founders.
The Reddit Research Method: How to Validate Any SaaS Idea in 48 Hours
A step by step framework for using Reddit data to validate SaaS ideas in 48 hours or less. Includes the exact process used to analyze 8,000+ threads, score pain signals, map competitors, and determine if an idea is worth building.
SaaS Idea Kill Criteria: 7 Data Backed Signs You Should Pivot or Quit
Not every SaaS idea deserves to be built. Learn the 7 kill criteria that separate doomed projects from real opportunities, based on analysis of 8,000+ Reddit threads and dozens of failed SaaS launches.
How to Find SaaS Ideas People Will Actually Pay For in 2026 (With Real Data)
We analyzed over 8,000 Reddit threads and 300,000+ comments to find profitable SaaS ideas in 2026. Learn the 4 research methods, a 3 tier signal framework, and how to validate micro SaaS ideas before writing a single line of code.