Enrich CRM Leads with LinkedIn Company Data using GPT-4 and Airtable

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Built by Amirul Hakimi Amirul Hakimi
Created on June 13, 2026

Description

🚀 Enrich CRM Leads with LinkedIn Company Data Using AI

Who's it for
Sales teams, marketers, and business development professionals who need to automatically enrich their CRM records with detailed company information from LinkedIn profiles. Perfect for anyone doing B2B outreach who wants to personalize their messaging at scale.

What it does
This workflow transforms bare-bones lead records into rich, personalized prospect profiles by:
Automatically scraping LinkedIn company profiles
Using AI (GPT-4) to extract key business intelligence
Generating 15+ email-ready personalization variables
Updating your CRM with structured, actionable data

The workflow pulls company overviews, products/services, funding information, recent posts, and converts everything into natural-language variables that can be dropped directly into your outreach templates.

How it works
Trigger: Workflow starts when a new lead is added to Airtable (or on schedule)
Fetch: Retrieves the lead record containing the LinkedIn company URL
Scrape: Pulls the raw HTML from the company's LinkedIn profile
Clean: Strips HTML tags and formats content for AI processing
Analyze: GPT-4 extracts structured company intelligence (overview, products, market presence, recent posts)
Transform: Converts analysis into 15+ email-ready variables with natural phrasing
Update: Writes enriched data back to your CRM

Setup Requirements
Airtable account** (free tier works fine)
OpenAI API key** (GPT-4o-mini recommended for cost-effectiveness)
LinkedIn company URLs** stored in your CRM
5 minutes** for initial configuration

How to set up

Configure Airtable Connection
Replace YOUR_AIRTABLE_BASE_ID with your base ID
Replace YOUR_TABLE_ID with your leads table ID
Ensure your table has a "LinkedIn Organization URL" field
Add your Airtable API credentials

Add OpenAI Credentials
Click on both OpenAI nodes
Add your OpenAI API key
GPT-4o-mini is recommended (cost-effective and fast)

Set Up Trigger
Add a trigger node (Schedule, Webhook, or Airtable trigger)
Configure to run when new leads are added or on a daily schedule

Test the Workflow
Add a test lead with a LinkedIn company URL
Execute

Nodes Used (4)

Airtable
n8n-nodes-base.airtable
Code
n8n-nodes-base.code
HTTP Request
n8n-nodes-base.httpRequest
OpenAI
@n8n/n8n-nodes-langchain.openAi