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✨ Vision-Based AI Agent Scraper - with Google Sheets, ScrapingBee, and Gemini

by Datakiadapted from n8n official workflow galleryUpdated Aug 2026
RequiresAAI AgentCall n8n Workflow ToolCall n8n Workflow ToolGoogle Gemini Chat ModelGoogle SheetsGoogle SheetsHTTP RequestHTTP RequestStructured Output ParserStructured Output Parser
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MaWhen clicking ‘Test workflow’When clicking ‘…HRScrapingBee- Get page HTMLScrapingBee- Ge…OPStructured Output ParserStructured Outp…Google Gemini Chat ModelGoogle Gemini C…SOSplit OutGoogle Sheets - Get list of URLsGoogle Sheets -…SeSet fieldsHRScrapingBee - Get page screenshotScrapingBee - G…TWHTML-based Scraping ToolHTML-based Scra…Google Sheets - Create RowsGoogle Sheets -…AgVision-based Scraping AgentVision-based Sc…EWHTML-Scraping ToolHTML-Scraping T…SeSet fields - from AI agent querySet fields - fr…MaHTML to Markdown123456789
1/5
FLOWS
STEPS · 9
Run manually by an operator

Important Notes: Check Legal Regulations: This workflow involves scraping, so ensure you comply with the legal regulations in your country before getting started. Better safe than sorry! Workflow Description: 😮‍💨 Tired of struggling with XPath, CSS selectors, or DOM specificity when scraping ? This AI-powered solution is here to simplify your workflow! With a vision-based AI Agent, you can extract data effortlessly without worrying about how the DOM is structured. This workflow leverages a vision-based AI Agent, integrated with Google Sheets, ScrapingBee, and the Gemini-1.5-Pro model, to extract structured data from webpages. The AI Agent primarily uses screenshots for data extraction but switches to HTML scraping when necessary, ensuring high accuracy. Key Features: Google Sheets Integration**: Manage URLs to scrape and store structured results. ScrapingBee**: Capture full-page screenshots and retrieve HTML data for fallback extraction. AI-Powered Data Parsing**: Use Gemini-1.5-Pro for vision-based scraping and a Structured Output Parser to format extracted data into JSON. Token Efficiency**: HTML is converted to Markdown to optimize processing costs.

Tags

n8nreference-onlyagentgoogle-sheetslm-chat-google-geminioutput-parser-structuredtool-workflow
Connects
AAI Agentcalln8nworkflowtoolCall n8n Workflow ToolGoogle Gemini Chat ModelsheetsGoogle SheetsWHTTP RequeststructuredoutputparserStructured Output Parser
CategoryAI Automation
Triggermanual
Complexityadvanced
Nodes14
AddedNov 21, 2024

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