Track Discussion Sentiment → Alert on Issues → Generate Response Templates

advanced35 minPublished May 2, 2026
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Monitor community discussion sentiment in real-time and automatically generate appropriate response templates for moderators.

Workflow Steps

1

Brandwatch

Monitor discussion sentiment

Set up Brandwatch to track sentiment across your community platforms (Discord, Facebook Groups, Reddit). Configure alerts for negative sentiment spikes or controversial topics.

2

Slack

Send moderator alerts

Use Slack webhooks to automatically notify your moderation team when negative sentiment is detected, including the discussion link, sentiment score, and key phrases triggering the alert.

3

Anthropic Claude

Generate response templates

Use Claude to analyze the flagged discussion context and generate 2-3 diplomatic response templates for moderators, ranging from de-escalation to policy clarification based on the issue type.

Workflow Flow

Step 1

Brandwatch

Monitor discussion sentiment

Step 2

Slack

Send moderator alerts

Step 3

Anthropic Claude

Generate response templates

Why This Works

This proactive approach catches issues before they escalate while providing moderators with AI-crafted responses that maintain community standards and reduce response time from hours to minutes.

Best For

Large community managers who need to quickly respond to potential conflicts or negative discussions

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