Developer & DevOps

Web scraping from LinkedIn using server and Google Gemini

20 nodes 211 100 Automatic trigger
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Workflow Description

An automation template that extracts data from LinkedIn through a dedicated server, processes it with Google Gemini AI to identify key insights, and saves structured results. Combines web scraping, intelligent analysis, and data management in a single workflow.

How it works

  1. 1.Trigger the workflow manually and configure search parameters
  2. 2.Send HTTP requests to the server to fetch LinkedIn data and handle responses
  3. 3.Submit extracted data to Google Gemini for analysis and information extraction
  4. 4.Merge results from multiple sources and aggregate them into structured format
  5. 5.Write processed data to files in JSON or text format for storage and further use

Use cases

  • Collect LinkedIn profile and job posting data for market research and talent analysis
  • Extract company information and follower lists for competitive intelligence reports
  • Automate data processing and categorization from LinkedIn before storing in databases
  • Generate targeted email lists based on LinkedIn criteria and company attributes

Requirements

  • Valid Google Gemini API key and server authentication credentials
  • Server-side access configured to retrieve LinkedIn data reliably
  • Pre-configured extraction and processing schema in Gemini for consistent results

Service Value

Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.

Apps Used

Mcp Client Twitter/X Gemini Read Write File

Details

Trigger Automatic trigger
Nodes 20
Apps 4
Views 211
Downloads 100

How to Use

  1. 1.Click "Download Template"
  2. 2.Open your n8n dashboard
  3. 3.Go to Workflows > Import from File
  4. 4.Select downloaded file and configure credentials

Nodes Used (20)

/

When clicking ‘Test workflow’

Manual Trigger

#1

Sticky Note1

Sticky Note

#2

Set the URLs

Set

#3

Bright Data MCP Client For LinkedIn Person

Mcp Client

#4

Sticky Note

Sticky Note

#5

List all tools for Bright Data

Mcp Client

#6

Bright Data MCP Client For LinkedIn Company

Mcp Client

#7

Set the LinkedIn Company URL

Set

#8

Webhook for LinkedIn Company Web Scraper

HTTP Request

#9

LinkedIn Data Extractor

Information Extractor

#10

Google Gemini Chat Model

Gemini Model

#11

List all available tools for Bright Data

Mcp Client

#12

Code

Code

#13

Merge

Merge

#14

Aggregate

Aggregate

#15

Create a binary data for LinkedIn person info extract

Function

#16

Write the LinkedIn person info to disk

Read Write File

#17

Create a binary data for LinkedIn company info extract

Function

#18

Write the LinkedIn company info to disk

Read Write File

#19

Webhook for LinkedIn Person Web Scraper

HTTP Request

#20