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

n8n template #2563

Summary

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

How to set it up

Open template #2563 on n8n.io and click Use for free, or copy the template JSON and paste it onto an empty canvas in n8n.
Create 2 credentials under Credentials → Add credential: Google Sheets, Google Gemini Chat Model. Then open each of those nodes and pick the credential.
Check the model in the AI Agent node. The template may point at a model your account can't use; swap it for one you have access to.
Click Execute workflow and step through each node's output to confirm the data looks right.
Toggle the workflow to Active so its trigger runs on its own.

Hand off to your agent

Prompt

Help me set up the n8n workflow "✨ Vision-Based AI Agent Scraper - with Google Sheets, ScrapingBee, and Gemini" (https://n8n.io/workflows/2563). It uses: Google Sheets, HTTP Request, AI Agent, Structured Output Parser, Call n8n Workflow Tool, Google Gemini Chat Model. Import the template JSON into my n8n instance, list every credential I need to create, and walk me through testing it.

Paste into Claude Code and it will do the rest.

Apps and nodes

Google Sheets HTTP Request AI Agent Structured Output Parser Call n8n Workflow Tool Google Gemini Chat Model

Questions

Yes. Dataki published it free on n8n.io as a verified creator, and it has 35K views. It runs on n8n Cloud or a self-hosted n8n instance.

Google Sheets, Google Gemini Chat Model. The other 4 nodes are built into n8n.

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