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Connect Slack to ClosedLoop AI and product intelligence surfaces automatically from your team’s channels. Feature requests, bug reports, and customer pain points are extracted from Slack conversations, scored by business impact, and merged with intelligence from all your other sources.

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What Gets Imported

Slack messages are aggregated before AI analysis to provide conversation-level context rather than analyzing individual messages in isolation.

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Connection Method

Slack uses OAuth 2.0 for authentication. ClosedLoop AI installs as a workspace-level app, so you only need to authorize once per Slack workspace.

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Setup Guide

  1. In ClosedLoop AI, navigate to Integrations in your dashboard
  2. Find Slack in the integrations list and click Connect
  3. You’ll be redirected to Slack’s authorization page
  4. Select the workspace you want to connect
  5. Review the permissions and click Allow
  6. You’ll be redirected back to ClosedLoop AI. The integration is now active
After connecting, choose which channels ClosedLoop AI should monitor:
  • Customer feedback channels: e.g., #customer-feedback, #feature-requests
  • Support channels: e.g., #support, #bugs
  • Product discussion channels: e.g., #product, #roadmap
ClosedLoop AI reads messages only in the channels you select — never every channel in your workspace. Direct messages sent to the app are read too, so that it can reply to you; it cannot see direct messages between other people.

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OAuth Scopes

ClosedLoop AI requests the following Slack scopes:

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Tagging the App

Mention @ClosedLoop AI in any channel it has been added to and it replies in a thread, so the answer stays out of the channel body.
Answering questions from your insights is not live yet — for now the app replies with a pointer to your dashboard. Tagging works in channels the app has been added to; it does not yet reply in group direct messages.

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Configuration

  • Sync frequency: Messages are imported automatically
  • Channel selection: Choose which channels to monitor at any time
  • Historical import: Backfill recent message history from selected channels

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What to Expect

Once connected, ClosedLoop AI will:
  1. Import messages from your selected channels
  2. Aggregate conversations: related messages and threads are grouped for context
  3. Analyze with AI: extract feature requests, bug reports, and pain points, each scored by business impact
  4. Surface insights: Slack intelligence appears alongside all your other data sources, feeding into Themes and MCP queries
New messages are automatically processed shortly after they appear in your selected channels.

Connect Slack

Set up your Slack integration in the ClosedLoop AI dashboard