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BOHSS
Blue Ocean Heuristic Search System - automated opportunity discovery through pain research and competitive analysis.
2 weeks
Reddit API Sentiment Analysis AI/LLM Automation
Problem
Finding underserved markets requires manual research across Reddit, competitors, and sentiment.
Solution
Automated pipeline for pain research, sentiment analysis, competitor mapping, and verdict generation.
Outcome
Used to validate Client Chaser pain. Identified common problem across freelancer segments.
A heuristic system for identifying underserved markets by automating pain discovery and competitive analysis.
What It Does
- Automated pain research (Reddit scraping)
- Sentiment analysis on discussions
- Competitor identification
- Final verdict generation
Meta-System
This shows second-order thinking: building tools that help find what to build.
Used to validate Client Chaser, confirming the pain is common across freelancers, consultants, and designers.