Vision-Based AI Agent Scraper with Google Sheets, ScrapingBee, and Gemini
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Automate web scraping and data extraction with a powerful vision-based AI agent. This workflow leverages Google Sheets for input, ScrapingBee for visual page capture, and Gemini for intelligent data interpretation.
About This Workflow
Unlock advanced web data extraction with this sophisticated n8n workflow. Designed for accuracy and intelligence, it combines the power of Google Sheets for managing URLs, ScrapingBee for capturing visual representations of web pages, and Google's Gemini AI to interpret the visual content and extract structured data. This solution is ideal for e-commerce product analysis, market research, or any scenario requiring detailed information extraction from dynamic web content. The workflow is fully customizable, allowing you to adapt the AI's parsing capabilities to your specific data needs.
Key Features
- Vision-Based AI Extraction: Utilizes Gemini's visual understanding capabilities to extract data from web page screenshots.
- Google Sheets Integration: Seamlessly reads URLs from a Google Sheet and writes extracted results back.
- Robust Scraping with ScrapingBee: Leverages ScrapingBee for reliable page screenshot capture, ensuring comprehensive visual data.
- Configurable Data Schema: Easily define the exact data points you need with a flexible structured output parser.
- Manual Trigger: Starts the workflow manually for controlled execution and testing.
How To Use
- Setup Google Sheets: Create a Google Sheet with at least two sheets: 'List of URLs' (for your target URLs) and 'Results' (pre-configured for e-commerce data or adapted as needed).
- Configure n8n Credentials: Ensure your Google Sheets and Google Gemini (PaLM) API accounts are properly authenticated within n8n.
- Connect ScrapingBee: Replace
<your_scrapingbee_apikey>with your actual ScrapingBee API key in theScrapingBee - Get page HTMLandScrapingBee - Get page screenshotnodes. - Customize Output Parser: Adjust the
jsonSchemaExamplein theStructured Output Parsernode to match the specific data fields you want to extract. - Define Input URLs: Populate your Google Sheet's 'List of URLs' sheet with the web addresses you want to scrape.
- Trigger the Workflow: Click the 'Test workflow' button (or configure a different trigger) to initiate the scraping and AI extraction process.
- Review Results: The extracted data will be compiled and written to the 'Results' sheet in your Google Sheet.
Apps Used
Workflow JSON
{
"id": "bde85fc8-f3a4-486a-b456-1dfff37b797c",
"name": "Vision-Based AI Agent Scraper with Google Sheets, ScrapingBee, and Gemini",
"nodes": 18,
"category": "Operations",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: bde85fc8-f3a4...
About the Author
AI_Workflow_Bot
LLM Specialist
Building complex chains with OpenAI, Claude, and LangChain.
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