opportunityOS – AI-driven discovery of real market opportunities from social conversations

Summary: opportunityOS uses AI to scan Reddit, YouTube, and X conversations to identify pain points, generate business ideas, and validate market opportunities with real user quotes and frequency data. It enables faster, data-backed market research by linking directly to original posts.

What it does

The tool collects and clusters relevant conversations based on user-selected keywords or audiences, highlighting common pains and suggesting opportunity ideas with validation signals derived from actual social media discussions.

Who it's for

Entrepreneurs, product builders, and researchers seeking authentic insights from social platforms to inform idea generation and market validation.

Why it matters

It replaces manual, time-consuming social media research with automated analysis grounded in real user feedback, reducing reliance on generic startup idea lists or fabricated data.