Extract structured LinkedIn profile data with Airtop & AI parsing
Extracting LinkedIn Profile Information Use Case Manually copying data from LinkedIn profiles is time-consuming and error-prone. This automation helps you extract structured, detailed information from any public LinkedIn profile—enabling fast enrichment, hiring research, or lead scoring. What This Automation Does This automation extracts profile details from a LinkedIn URL using the following input parameters: - airtopprofile: The name of your Airtop Profile connected to LinkedIn. - linkedinurl:
At a glance
Extract structured LinkedIn profile data with Airtop & AI parsing is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects HubSpot, Airtable, Salesforce, GitHub. It's free to download. Follow the 5-step import below to go live in minutes.
- Platform
- n8n
- Connects
- HubSpot, Airtable, Salesforce, GitHub, LinkedIn
- Modules
- 5
- Price
- Free
- Version
- v1.0

About this workflow
Extracting LinkedIn Profile Information Use Case Manually copying data from LinkedIn profiles is time-consuming and error-prone. This automation helps you extract structured, detailed information from any public LinkedIn profile—enabling fast enrichment, hiring research, or lead scoring. What This Automation Does This automation extracts profile details from a LinkedIn URL using the following input parameters: - airtopprofile: The name of your Airtop Profile connected to LinkedIn. - linkedinurl: The URL of the LinkedIn profile you want to extract data from. How It Works 1. Starts with a form trigger or via another workflow. 2. Assigns the LinkedIn URL and Airtop profile variables. 3. Opens the LinkedIn profile in a real browser session using Airtop. 4. Uses an AI prompt to extract structured information, including: - Name, headline, location - Current company and position - About section, experience, and education history - Skills, certifications, languages, connections, and recommendations 5. Returns structured JSON ready for further use or storage. Setup Requirements 1. Airtop API Key — free to generate. 2. An Airtop Profile connected to LinkedIn (requires one-time login). Next Steps - Sync with CRM: Push extracted data into HubSpot, Salesforce, or Airtable for lead enrichment. - Combine with Search Automation: Use with a LinkedIn search scraper to process profiles in bulk. - Adapt to Other Platforms: Customize the prompt to extract structured data from GitHub, Twitter, or company sites. Read more about the Extract Linkedin Profile Information automation.
How to import this n8n workflow
- 1
Download the workflow JSON file after purchase.
- 2
Open n8n → click the menu → Import from File.
- 3
Select the downloaded JSON and import.
- 4
Set up credentials for each node that requires them.
- 5
Click Execute Workflow to test, then activate.
Setup guide
Setup guide included
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- JSON blueprint — instant download
- Setup guide PDF included
- 5 downloads · valid 30 days
- Works with n8n
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