Extract web data using Gemini AI and intelligent scraping
Workflow Description
An automation that leverages an AI agent powered by Google Gemini to intelligently extract and process data from web pages, with automatic storage and analysis capabilities for seamless data retrieval and transformation.
How it works
- 1.Trigger the automation manually or through an external event
- 2.Invoke the AI agent to orchestrate the scraping and analysis workflow
- 3.Fetch web page content via HTTP requests
- 4.Process and understand data using Gemini's language model
- 5.Save extracted data to local files for storage and review
Use cases
- Collect product information and pricing data from e-commerce websites automatically
- Extract and summarize news articles from multiple sources using AI analysis
- Gather real estate listings and property details from property portals
Requirements
- Valid Google Gemini API key configured and authenticated
- Internet connectivity and access to target websites
- File system write permissions for data persistence
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 (19)
AI Agent
Agent
When clicking ‘Test workflow’
Manual Trigger
MCP Client list all tools for Bright Data
Mcp Client
Sticky Note1
Sticky Note
MCP Client List all tools
Mcp Client Tool
MCP Client Bright Data Web Scraper
Mcp Client
Webhook for web scraper
HTTP Request
Set the URLs
Set
MCP Client to Scrape as Markdown
Mcp Client Tool
MCP Client to Scrape as HTML
Mcp Client Tool
Google Gemini Chat Model for AI Agent
Gemini Model
Sticky Note
Sticky Note
Simple Memory
Memory Buffer Window
Webhook for Web Scraper AI Agent
HTTP Request
Set the URL with the Webhook URL and data format
Set
Create a binary data
Function
Write the scraped content to disk
Read Write File
Sticky Note2
Sticky Note
Sticky Note3
Sticky Note