Reddit's Community Health Dashboard: Moderation Product Case Study

Tech · 6 min read

The Community Health Dashboard centralizes signals like engagement velocity, rule violations, moderator load, and newcomer retention. Moderators get contextual alerts that suggest actions like temporary posting limits or rule clarifications. This allows proactive community maintenance rather than purely reactive moderation.

Workflow integrations include templated automoderator rules and a dry-run mode that simulates filter effects before they go live. The UI emphasizes lineage, showing which rule caused a removal and allowing moderators to refine patterns with immediate feedback. This reduces the trial-and-error overhead for complex communities.

To support moderator well-being, Reddit added load-balancing features such as auto-assignment of reports and cooldown timelines for high-volume moderators. The dashboard demonstrates that tooling that respects the social dynamics of communities can materially reduce burnout while keeping spaces healthy and open.