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Extract structured LinkedIn profile data with Airtop & AI parsing

n8nn8n5 modulesv1.0
HubSpotAirtableSalesforceGitHubLinkedIn

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
Extract structured LinkedIn profile data with Airtop & AI parsing workflow diagram

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.

n8n

How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

Setup guide included

Purchase to unlock the full step-by-step guide

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