A monitoring and intelligence platform that continuously scans Reddit for high-intent posts and comments matching a founder's target problem space. It scores posts by buying intent, surfaces the most relevant communities (including overlooked niche subreddits), analyzes optimal engagement timing, and generates contextual outreach suggestions — turning Reddit from an unstructured research sink into a structured lead pipeline.

The explosion of AI-native founders building micro-SaaS products has created massive demand for lean, organic customer discovery channels. Simultaneously, Reddit's growing user base and IPO-driven API changes have made it both more valuable as a signal source and harder to mine manually, creating a clear gap for intelligent automation.