An automated subreddit discovery and analysis tool that indexes communities by niche keywords, scores them on engagement quality (not just size), tracks moderator activity, identifies posting rules, and calculates optimal posting windows based on historical upvote patterns. Users input their product category and get a ranked list of high-value communities with actionable insights.

Reddit has become a critical distribution channel as traditional paid advertising costs rise and users increasingly distrust polished marketing. Simultaneously, Reddit's ecosystem has fragmented into thousands of micro-communities, making manual discovery nearly impossible. Founders need data-driven tools to compete.