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Automate meeting prep & lead enrichment with Bright Data, Cal.com & Airtable

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Automate meeting prep & lead enrichment with Bright Data, Cal.com & Airtable 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 workflow makes it easier to prepare for meetings and calls by researching your lead right before the call and creates a high level meeting prep that is sent to your email. This removes the ext...

Best for

  • Lead Generation automation workflows
  • AI Summarization automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.set, n8n-nodes-base.webhook, n8n-nodes-base.filter, @n8n/n8n-nodes-langchain.lmchatopenrouter, n8n-nodes-base.airtable, @n8n/n8n-nodes-langchain.chainllm, n8n-nodes-base.switch, n8n-nodes-base.stickynote

Source and attribution

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

Original n8n.io source

1.1 Workflow description

Title
Automate meeting prep & lead enrichment with Bright Data, Cal.com & Airtable
Workflow name
Automate meeting prep & lead enrichment with Bright Data, Cal.com & Airtable

This workflow makes it easier to prepare for meetings and calls by researching your lead right before the call and creates a high-level meeting prep that is sent to your email. This removes the extra steps needed by teams to learn their leads, research, and prepare for the upcoming calls.

How does it work

This workflow starts when We Capture the webhook from cal.com for new bookings.

Ensure you have a field on the form to collect LinkedIn posts. This can be optional or mandatory depending on your preferences.

When a new event is booked, we will add the leads to an Airtable CRM for appointments and new bookings. This table will contain all the items and items needed to enrich and maintain your CRM.

If the lead has linkedin then we do research on LinkedIn for their content and posts and perform a lead enrichment to get as much info as we can about the leads and create a new meeting prep.

What you need

  1. Bright data API
  2. Cal.com account/calendar. Other calendars can be used too for this eg calendly, Google Calendar, etc with a few tweaks
  3. CRM - This can be anything not just airtable

Setting it up

  1. Create/update your calendar to allow collecting users LinkedIn profiles/bios

  2. Add a new webhook to and subscribe to the desired events like below

  3. Map the fields from the webhook to match your CRM. If you have no CRM make a copy of this Airtable CRM and map the fields to your account. We will be using the Base and table ID to make the mapping easier

  4. Setup your Bright Data API and select the data source as linkedin for the scraping

  5. You can edit more data on the bio as needed

  6. Update this info to the CRM under the table lead enrichment and map accordingly

  7. You can update the prompt on the AI models or work with them as is.

  8. Update the Gmail node to send the meeting preps to you and finally update the CRM with the generated Meeting prep

This automated process can save your team a couple of minutes each day otherwise spent on other client fulfillment items.

If you would like to learn more about n8n templates like this, feel free to reach out via Linkedin

Happy productivity!!

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 - Map needed fields

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 2 - Webhook

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

Block 3 - create json

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 4 - If has linkedin

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

Block 5 - Edit bio

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 6 - OpenRouter Chat Model

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

Block 7 - Update lead data

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

Block 8 - Meeting Prep Agent

Type / Role
@n8n/n8n-nodes-langchain.chainLlm - chainLlm
Config choices
Version 1.7

Block 9 - Add to CRM

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

Block 10 - Route events

Type / Role
n8n-nodes-base.switch - switch
Config choices
Version 3.2

Block 11 - Sticky Note

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

Block 12 - Scrap Linkedin

Type / Role
@brightdata/n8n-nodes-brightdata.brightData - brightData
Config choices
Version 1

Block 13 - Sticky Note1

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

Block 14 - Sticky Note2

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

Block 15 - Sticky Note3

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

Block 16 - Sticky Note4

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

Block 17 - Sticky Note5

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

Block 18 - Sticky Note6

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

Block 19 - Sticky Note7

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

Block 20 - Sticky Note8

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

Block 21 - Update meeting summary

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

Block 22 - Notify admin

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

Block 23 - create HTML

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

3. Summary Table

Workflow Automate meeting prep & lead enrichment with Bright Data, Cal.com & Airtable
Complexity advanced
Nodes 23
Categories Lead Generation, AI Summarization
Author Zacharia Kimotho
Published 30 May 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/4505/4505.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 Automate meeting prep & lead enrichment with Bright Data, Cal.com & Airtable do?

This workflow makes it easier to prepare for meetings and calls by researching your lead right before the call and creates a high level meeting prep that is sent to your email. This removes the ext...

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 Generation, AI Summarization use case.