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Automated meeting prep with GPT-5 & Gemini research from calendar to Slack via Attio CRM

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Automated meeting prep with GPT-5 & Gemini research from calendar to Slack via Attio CRM preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

This n8n template transforms your daily meeting preparation by automatically researching attendees and generating comprehensive briefing documents. Every weekday morning, it analyzes your calendar ...

Best for

  • Lead Nurturing automation workflows
  • AI Chatbot automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.stickynote, n8n-nodes-base.scheduletrigger, n8n-nodes-base.googlecalendar, n8n-nodes-base.filter, n8n-nodes-base.if, n8n-nodes-base.slack, n8n-nodes-base.splitout, @n8n/n8n-nodes-langchain.agent

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Harry Siggins.

Original n8n.io source

1.1 Workflow description

Title
Automated meeting prep with GPT-5 & Gemini research from calendar to Slack via Attio CRM
Workflow name
Automated meeting prep with GPT-5 & Gemini research from calendar to Slack via Attio CRM

This n8n template transforms your daily meeting preparation by automatically researching attendees and generating comprehensive briefing documents. Every weekday morning, it analyzes your calendar events, researches each external attendee using multiple data sources, and delivers professionally formatted meeting briefs directly to your Slack channel.

Who's it for

Business professionals, sales teams, account managers, and executives who regularly attend meetings with external contacts and want to arrive fully prepared with relevant context, conversation starters, and strategic insights about their attendees.

How it works

The workflow triggers automatically Monday through Friday at 6 AM, fetching your day's calendar events and filtering for meetings with external attendees.

For each meeting, an AI agent researches attendees using your CRM (Attio), email history (Gmail), past calendar interactions, and external company research via Perplexity when needed.

The system then generates structured meeting briefs containing attendee background, relationship context, key talking points, and strategic objectives, delivering everything as a formatted Slack message to start your day.

Requirements

  • Google Calendar with OAuth2 credentials
  • Gmail with OAuth2 credentials
  • Slack workspace with bot token and channel access
  • Attio CRM with API bearer token
  • OpenRouter API key for AI model access (or other API credentials to connect AI to your AI agents)
  • Perplexity API key for company research

How to set up

  1. Configure credentials for all required services in your n8n instance

  2. Update personal identifiers in the workflow:

    1. Replace "[email protected]" with your actual calendar email in both Google Calendar nodes
    2. Replace "YOUR_SLACK_CHANNEL_ID" with your target channel ID in both Slack nodes
  3. Adjust AI models in OpenRouter nodes based on your preferences and model availability

  4. Test the workflow manually with a day that contains external meetings

  5. Verify Slack formatting appears correctly in your channel

How to customize the workflow

  • Change meeting research depth: Modify the AI agent prompt to focus on specific research areas like company financial data, recent news, or technical background.
  • Adjust notification timing: Update the cron expression in the Schedule Trigger to run at different times or days.
  • Expand CRM integration: Add additional Attio API calls to capture more contact details or create follow-up tasks.
  • Enhance Slack formatting: Customize the Block Kit message structure in the JavaScript code node to include additional meeting metadata or visual elements.
  • Add more research sources: Connect additional tools like LinkedIn, company databases, or news APIs to the AI agent for richer attendee insights.

The template uses multiple AI models through OpenRouter for different processing stages, allowing you to optimize costs and performance by selecting appropriate models for research tasks versus text formatting operations.

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 2 - Sticky Note1

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 3 - Daily Weekday Trigger

Type / Role
n8n-nodes-base.scheduleTrigger - scheduleTrigger
Config choices
Version 1.2

Block 4 - Sticky Note2

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 5 - Fetch Today's Calendar Events

Type / Role
n8n-nodes-base.googleCalendar - googleCalendar
Config choices
Version 1.3

Block 6 - Filter External Meetings Only

Type / Role
n8n-nodes-base.filter - filter
Config choices
Version 2.2

Block 7 - Check for External Meetings

Type / Role
n8n-nodes-base.if - if
Config choices
Version 2.2

Block 8 - Send No Meetings Message

Type / Role
n8n-nodes-base.slack - slack
Config choices
Version 2.3

Block 9 - Sticky Note3

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 10 - Split Individual Meetings

Type / Role
n8n-nodes-base.splitOut - splitOut
Config choices
Version 1

Block 11 - AI Meeting Research Agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 2.2

Block 12 - Search Calendar History Tool

Type / Role
n8n-nodes-base.googleCalendarTool - googleCalendarTool
Config choices
Version 1.3

Block 13 - Search Gmail History Tool

Type / Role
n8n-nodes-base.gmailTool - gmailTool
Config choices
Version 2.1

Block 14 - Primary AI Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenRouter - lmChatOpenRouter
Config choices
Version 1

Block 15 - Secondary AI Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenRouter - lmChatOpenRouter
Config choices
Version 1

Block 16 - Perplexity Research Tool

Type / Role
n8n-nodes-base.perplexityTool - perplexityTool
Config choices
Version 1

Block 17 - Fallback AI Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenRouter - lmChatOpenRouter
Config choices
Version 1

Block 18 - Meeting Data Parser

Type / Role
@n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices
Version 1.3

Block 19 - Parser AI Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenRouter - lmChatOpenRouter
Config choices
Version 1

Block 20 - Attio List Notes Tool

Type / Role
n8n-nodes-base.httpRequestTool - httpRequestTool
Config choices
Version 4.2

Block 21 - Attio Search People Tool

Type / Role
n8n-nodes-base.httpRequestTool - httpRequestTool
Config choices
Version 4.2

Block 22 - Attio Read Notes Tool

Type / Role
n8n-nodes-base.httpRequestTool - httpRequestTool
Config choices
Version 4.2

Block 23 - Format Meeting Brief

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 24 - Sticky Note4

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Showing the first 24 of 39 workflow blocks. Download the JSON for the full node graph.

3. Summary Table

Workflow Automated meeting prep with GPT-5 & Gemini research from calendar to Slack via Attio CRM
Complexity advanced
Nodes 39
Categories Lead Nurturing, AI Chatbot
Author Harry Siggins
Published 03 Sept 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/8199/8199.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Automated meeting prep with GPT-5 & Gemini research from calendar to Slack via Attio CRM do?

This n8n template transforms your daily meeting preparation by automatically researching attendees and generating comprehensive briefing documents. Every weekday morning, it analyzes your calendar ...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Lead Nurturing, AI Chatbot use case.