Community Launch Scout
Community Launch Scout
An autonomous go-to-market intelligence agent that discovers high-traction online communities, checks anti-ban rules, and generates tailored launch posts.
- Real-time discovery across Reddit, Hacker News Algolia API, and GitHub REST API
- Rule verification engine checking community promotion policies and flair requirements to prevent bans
- Transparent 5-factor scoring model (Fit, Audience, Traction, Promo Safety, Evidence)
- Zero-hallucination post draft generator customized to each platform's culture
- Parallel DAG execution pipeline running end-to-end research in under 3.5 seconds
- Reddit API
- GitHub API
- REST APIs