(5/5)

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

Automated workflow: Vision-Based AI Agent Scraper - with Google Sheets, ScrapingBee, and Gemini. This workflow integrates 13 different services: stickyNote, httpRequest, markdown, lmChatGoogleGemini, agent. It contains 36 nodes and follows best practices for error handling and security.

Integrations Used (3)

HTTP Request

Google Sheets

Executeworkflow

Workflow Structure (14 nodes)

100%

Manual Trigger

When clicking ‘Test workflow’

Google Sheets

Google Sheets - Get list of URLs

Set

Set fields

Http Request

ScrapingBee - Get page screenshot

No Op

Vision-based Scraping Agent

Split Out

Google Sheets

Google Sheets - Create Rows

Execute Workflow Trigger

HTML-Scraping Tool

No Op

Google Gemini Chat Model

Set

Set fields - from AI agent query

No Op

HTML-based Scraping Tool

Http Request

ScrapingBee- Get page HTML

No Op

Structured Output Parser

Markdown

HTML to Markdown

Node Types:

trigger

http

default

logic

action

transform

Requires credentials

Prerequisites

Required Credentials (2)

Google

Used by: Google Sheets - Get list of URLs, Google Sheets - Create Rows

Docs

Google Palm

Used by: Google Gemini Chat Model

Docs

Complexity

Complex

Advanced features used. Requires n8n experience.

Setup time: ~35 min

Score: 42/100

6 Integrations

When to Use This Workflow

Automated Reporting

Automatically collect and organize data into spreadsheets for analysis.

Spend less time on data entry and more time on insights.

Real-time Response

React instantly when events happen - new orders, form submissions, or API calls.

Zero delay between trigger and action for time-sensitive workflows.

Error Reduction

Eliminate human error from routine processes with consistent automation.

Improve accuracy and reliability across your workflows.

workflow.json

{
  "id": "PpFVCrTiYoa35q1m",
  "meta": {
    "instanceId": "workflow-1ca3dbd6",
    "versionId": "1.0.0",
    "createdAt": "2025-09-29T07:07:54.776521",
    "updatedAt": "2025-09-29T07:07:54.776535",
    "owner": "n8n-user",
    "license": "MIT",
    "category": "automation",
    "status": "active",
    "priority": "high",
    "environment": "production"
  },
  "name": "Vision-Based AI Agent Scraper - with Google Sheets, ScrapingBee, and Gemini",
  "tags": [
    "automation",
    "n8n",
    "production-ready",
    "excellent",
...