This template is only available on n8n self-hosted as it's making use of the community node for MCP Client.
The Extract, Transform LinkedIn Data with Bright Data MCP Server & Google Gemini workflow is an automated solution that scrapes LinkedIn content via Bright Data MCP Server then transforms the response using a Gemini LLM. The final output is sent via webhook notification and also persisted on disk.
This workflow is tailored for:
Data Analysts : Who require structured LinkedIn datasets for analytics and reporting.
Marketing and Sales Teams : Looking to enrich lead databases, track company updates, and identify market trends.
Recruiters and Talent Acquisition Specialists : Who want to automate candidate sourcing and company research.
AI Developers : Integrating real-time professional data into intelligent applications.
Business Intelligence Teams : Needing current and comprehensive LinkedIn data to drive strategic decisions.
Gathering structured and meaningful information from the web is traditionally slow, manual, and error-prone.
This workflow solves:
Reliable web scraping using Bright Data MCP Server LinkedIn tools.
LinkedIn person and company web scrapping with AI Agents setup with the Bright Data MCP Server tools.
Data extraction and transformation with Google Gemini LLM.
Persists the LinkedIn person and company info to disk.
Performs a Webhook notification with the LinkedIn person and company info.
This n8n workflow performs the following steps:
Trigger: Start manually.
Input URL(s): Specify the LinkedIn person and company URL.
Web Scraping (Bright Data): Use Bright Data's MCP Server, LinkedIn tools for the person and company data extract.
Data Transformation & Aggregation: Uses the Google LLM for handling the data transformation.
Store / Output: Save results into disk and also performs a Webhook notification.
Different Inputs: Instead of static URLs, accept URLs dynamically via webhook or form submissions.
Data Extraction: Modify the LinkedIn Data Extractor node with the suitable prompt to format the data as you wish.
Outputs: Update the Webhook endpoints to send the response to Slack channels, Airtable, Notion, CRM systems, etc.