Web scraping from LinkedIn using server and Google Gemini
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.Trigger the workflow manually and configure search parameters
- 2.Send HTTP requests to the server to fetch LinkedIn data and handle responses
- 3.Submit extracted data to Google Gemini for analysis and information extraction
- 4.Merge results from multiple sources and aggregate them into structured format
- 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
Details
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Nodes Used (20)
When clicking ‘Test workflow’
Manual Trigger
Sticky Note1
Sticky Note
Set the URLs
Set
Bright Data MCP Client For LinkedIn Person
Mcp Client
Sticky Note
Sticky Note
List all tools for Bright Data
Mcp Client
Bright Data MCP Client For LinkedIn Company
Mcp Client
Set the LinkedIn Company URL
Set
Webhook for LinkedIn Company Web Scraper
HTTP Request
LinkedIn Data Extractor
Information Extractor
Google Gemini Chat Model
Gemini Model
List all available tools for Bright Data
Mcp Client
Code
Code
Merge
Merge
Aggregate
Aggregate
Create a binary data for LinkedIn person info extract
Function
Write the LinkedIn person info to disk
Read Write File
Create a binary data for LinkedIn company info extract
Function
Write the LinkedIn company info to disk
Read Write File
Webhook for LinkedIn Person Web Scraper
HTTP Request