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How to Build a LinkedIn Lead Scraper Using n8n (Step-by-Step Guide)

January 07, 2026

Generating high-quality LinkedIn leads manually is slow, repetitive, and not scalable. If you're a marketer, founder, or agency owner, automation is the only sustainable solution.

In this guide, you'll learn how to build a LinkedIn lead scraper using n8n, by importing a ready-made JSON workflow and configuring it correctly - no coding required.


Why Use n8n for LinkedIn Lead Scraping?

n8n is a powerful open-source automation platform that allows you to:

  • Automate LinkedIn lead collection

  • Control your data (no SaaS lock-in)

  • Connect LinkedIn leads to Google Sheets, CRMs, Slack, or AI tools

  • Scale lead generation workflows affordably

Using a prebuilt n8n template makes the process even faster.


Step 1: Download the LinkedIn Lead Scraper n8n Template

Start by downloading the ready-to-use JSON workflow file.

? Download the n8n LinkedIn Lead Scraper Template:
https://drive.google.com/file/d/1i2hHLtpCx9Rr-Uk1JvTqjf9xe_lV03Lp/view?usp=sharing

This template contains all the core logic needed to scrape, process, and store LinkedIn leads.


Step 2: Open Your n8n Editor

  1. Go to your n8n dashboard

    • n8n Cloud or

    • Self-hosted n8n instance

  2. Log in to your account

Once logged in, you'll land on the workflow editor.


Step 3: Import the JSON Workflow in n8n

Follow these steps to import the LinkedIn lead scraper workflow:

  1. Click "Workflow" in the top menu

  2. Select "Import from File"

  3. Upload the downloaded .json file

  4. The workflow nodes will automatically load onto the canvas

You should now see a complete automation flow.


Step 4: Add Required Credentials (Critical Step)

Most n8n workflows fail because credentials are not connected.

What You Need to Do:

  1. Click on any node that uses an external service such as:

    • Google Sheets

    • Gmail

    • OpenAI

    • Slack

    • APIs or web services

  2. In the Credentials section:

    • Click "Add New"

    • Connect your account

  3. Save the credentials

  4. Repeat this for every node that requires authentication



Step 5: Configure Environment Variables (If Applicable)

Some n8n templates rely on environment variables such as:

  • API keys

  • Webhook URLs

  • Tokens

  • Custom parameters

Where to Update Them:

  • Go to Settings ? Variables

  • Or edit values directly inside the relevant nodes

Make sure all required variables are correctly filled.


Step 6: Test Each Node Individually

Before activating the workflow, test it step by step.

  1. Click on a node

  2. Select "Execute Node"

  3. Verify that it returns data without errors

  4. Fix issues such as:

    • Missing inputs

    • Incorrect parameters

    • Invalid credentials

Testing nodes individually saves time and prevents silent failures.


Step 7: Enable the Workflow Trigger

Check how the automation starts. Common triggers include:

  • Webhook Trigger

  • Cron Trigger

  • Schedule Trigger

  • App-based Trigger

Important Actions:

  • Click "Activate" in the top-right corner

  • If using a Webhook Trigger:

    • Copy the webhook URL

    • Connect it to your form, CRM, Zap, or external system

Without activating the trigger, the workflow will not run automatically.


Step 8: Activate the LinkedIn Lead Scraper Workflow

Once everything is tested and error-free:

  1. Click Activate

  2. Your LinkedIn lead scraping automation is now live

  3. Leads will start flowing automatically based on your configuration


What You Can Do Next With This Workflow

After setup, you can easily extend this automation to:

  • Push LinkedIn leads into a CRM

  • Enrich lead data using AI

  • Trigger automated email outreach

  • Send Slack or WhatsApp notifications

  • Score and segment leads automatically


Final Thoughts

Building a LinkedIn lead scraper using n8n gives you:

  • Full ownership of your automation

  • Lower costs compared to SaaS tools

  • Unlimited customization

  • Scalable lead generation

If you're serious about LinkedIn automation, n8n is one of the most powerful tools available today.


Need Advanced n8n Customization?

If you want help with:

  • Advanced LinkedIn scraping logic

  • AI-powered lead qualification

  • CRM and outreach automation

  • Custom n8n workflows

Feel free to reach out if you need ay help. Click here to contact us


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