Link Collection → AI Summary → Team Knowledge Base

beginner15 minPublished May 10, 2026
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Automatically collect shared links from team channels, generate AI summaries, and organize them into a searchable knowledge repository.

Workflow Steps

1

Slack

Monitor links in channels

Set up Slack workflow to automatically detect when team members share links in designated channels (like #resources, #research, or #industry-news). Tag relevant links for processing.

2

Perplexity

Generate comprehensive summaries

Use Perplexity API to analyze shared links and create detailed summaries including key points, relevance to your business, and actionable insights. Include credibility scoring and related topics.

3

Airtable

Build searchable knowledge base

Store summaries in Airtable with tags, categories, team member who shared, date, and relevance score. Create views for different teams and enable full-text search across all summaries.

Workflow Flow

Step 1

Slack

Monitor links in channels

Step 2

Perplexity

Generate comprehensive summaries

Step 3

Airtable

Build searchable knowledge base

Why This Works

Transforms scattered link sharing into organized, searchable knowledge without requiring team members to change their sharing habits

Best For

Teams who share lots of links but struggle to organize and reference them later

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