Reddit moderation dashboard that auto-flags and categorizes rule-breaking submissions before review
Spot spam and rule violations instantly with AI scanning of Reddit submissions, saving moderators hours of manual review.
The signal
“It's been about a year since I last wrote to you. At the time, I was feeling overwhelmed with the amount of spam posts being submitted to the subreddit: Unfortunately, recent weeks have seen a significant increase of post submissions that break the subreddit rules in clear and ob”r/freelance — read the original
Why it scores 65
Moderators of large subreddits have recurring pain managing spam and rule-breaking posts, but many rely on Reddit's built-in tools and volunteer labor rather than paying for solutions.
While automated moderation tools exist (AutoModerator, third-party bots), few offer sophisticated, AI-powered content classification at an affordable SaaS price point for indie moderators.
A solo dev can build an MVP using Reddit's API for ingestion and off-the-shelf ML APIs (OpenAI, Google) for classification, focusing on a simple web dashboard.
Reddit's API changes and increased spam are catalysts, but the platform's long-term stability and moderator monetization willingness remain uncertain headwinds.
MVP build path
The full MVP path, competitor teardown and keyword data are part of the paid database.
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