SlackChannelHealthScore
Real-time analytics dashboard that scores Slack channel health (engagement, response time, knowledge decay) and alerts managers when channels become unproductive or siloed.
The Problem
Large teams using Slack have no visibility into which channels are actually healthy vs. becoming ghost towns or toxic echo chambers. Managers can't distinguish between 'quiet by design' (focused work) and 'quiet because it's broken' (communication breakdown). This leads to duplicated channels, lost knowledge, and poor cross-team collaboration.
Target Audience
Slack workspace admins and team leads at companies with 50+ employees who manage multiple channels and want to optimize internal communication health.
Why Now?
Remote-first teams are struggling with Slack bloat and communication silos post-2024; managers are actively asking 'why do we have 200 channels nobody uses?'
What's Missing
Existing Slack analytics focus on user activity (messages per day) not channel *purpose fulfillment* (is this channel meeting its goal?). No tool measures knowledge decay (how often is old advice re-asked?) or response-time degradation patterns.
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