Web Scraping & Data Extraction

Google Maps FULL

Complex

High

Nodes

Complex

Trigger

High

Complexity

7/22/2025

Added

Workflow Overview

Total Nodes

Node Types

memory Buffer Window

Memory - Track Recent Context

1 node

tool Workflow

Tool - Scrape Google Maps Business Data, Tool - Crawl Business Website

2 nodes

tool Serp Api

Fallback - Enrich with Google Search

1 node

sticky Note

Sticky Note, Sticky Note1, Sticky Note2

3 nodes

chat Trigger

Trigger - When User Sends Message

1 node

agent

AI Agent - Lead Collection

1 node

lm Chat Open Ai

GPT-4o - Generate & Process Requests

1 node

execute Workflow Trigger

Trigger - On Subworkflow Start

1 node

http Request

Scrape Google Maps (via Apify), Scrape Website Content (via Apify)

2 nodes

google Sheets

Save Extracted Data to Google Sheets, Save Website Data to Google Sheets

2 nodes

aggregate

Aggregate Business Listings, Aggregate Website Content

2 nodes

Workflow JSON

24.64 KB

{
  "id": "qhZvZVCoV3HLjRkq",
  "meta": {
    "instanceId": "a2b23892dd6989fda7c1209b381f5850373a7d2b85609624d7c2b7a092671d44",
    "templateCredsSetupCompleted": true
  },
  "name": "Google Maps FULL",
  "tags": [],
  "nodes": [
    {
      "id": "c5d63d91-ffcc-4c05-a1ee-d78ca955fc85",
      "name": "Trigger - When User Sends Message",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "position": [
        -400,
        -60
      ],
      "webhookId": "e5c0f357-c0a4-4ebc-9162-0382d8009539",
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.1
    },
    {
      "id": "e422761f-a662-4fef-81fe-de42cdb350fc",
      "name": "AI Agent - Lead Collection",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        -160,
        -60
      ],
      "parameters": {
        "options": {
          "systemMessage": "' UNIFIED AND OPTIMIZED PROMPT FOR DATA EXTRACTION VIA GOOGLE MAPS SCRAPER\n\n' --- 1. Task ---\n' - Collect high-quality profession...

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