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Google Maps lead scraper & enrichment with AI-powered personalized outreach

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Google Maps lead scraper & enrichment with AI-powered personalized outreach preview
Open on n8n.io

Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

Quick Setup Import this workflow into your n8n instance. Add your Apify, Google Sheets, and Firecrawl credentials. Activate the workflow to start your automated lead enrichment system. Copy the w...

Best for

  • Lead Generation automation workflows
  • Multimodal AI automation workflows
  • advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.manualtrigger, n8n-nodes-base.httprequest, n8n-nodes-base.set, n8n-nodes-base.splitinbatches, @n8n/n8n-nodes-langchain.agent, n8n-nodes-base.googlesheets, n8n-nodes-base.code, n8n-nodes-base.filter

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by A Z.

Original n8n.io source

1.1 Workflow description

Title
Google Maps lead scraper & enrichment with AI-powered personalized outreach
Workflow name
Google Maps lead scraper & enrichment with AI-powered personalized outreach

⚡ Quick Setup

  • Import this workflow into your n8n instance.
  • Add your Apify, Google Sheets, and Firecrawl credentials.
  • Activate the workflow to start your automated lead enrichment system.
  • Copy the webhook URL from the MCP trigger node.
  • Connect AI agents using the MCP URL.

🔧 How it Works

This solution combines two powerful workflows to deliver fully enriched, AI-ready business leads from Google Maps:

  • Apify Google Maps Scraper Node: Collects business data and, if enabled, enriches each lead with contact details and social profiles.
  • Leads Missing Enrichment: Any leads without contact or social info are automatically saved to a Google Sheet.
  • Firecrawl & Code Node Workflow: A second workflow monitors the Google Sheet, crawls each business’s website using Firecrawl, and extracts additional social media profiles or contact info using a Code node.
  • Personalization Logic: AI-powered nodes generate tailored outreach content for each enriched lead.
  • Native Integration: The entire process is exposed as an MCP-compatible interface, returning enriched and personalized lead data directly to the AI agent.

📋 Available Operations

  • Business Search: Find businesses on Google Maps by location, category, or keyword.
  • Lead Enrichment: Automatically append contact details, social profiles, and other business info using Apify and Firecrawl.
  • Personalized Outreach Generation: Create custom messages or emails for each lead.
  • Batch Processing: Handle multiple leads in a single request.
  • Status & Error Reporting: Get real-time feedback on processing, enrichment, and crawling.

🤖 AI Integration

  • Parameter Handling: AI agents automatically provide values for:
  • Search queries (location, keywords, categories)
  • Enrichment options (contact, social, etc.)
  • Personalization variables (name, business type, etc.)
  • Response Format: Returns fully enriched lead data and personalized outreach content in a structured format.

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - When clicking ‘Execute workflow’

Type / Role
n8n-nodes-base.manualTrigger - manualTrigger
Config choices
Version 1

Block 2 - HTTP Request

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 3 - Edit Fields2

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 4 - Loop Over Items

Type / Role
n8n-nodes-base.splitInBatches - splitInBatches
Config choices
Version 3

Block 5 - AI Agent

Type / Role
@n8n/n8n-nodes-langchain.agent - agent
Config choices
Version 2

Block 6 - Append or update row in sheet3

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.6

Block 7 - Code

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 8 - Filter3

Type / Role
n8n-nodes-base.filter - filter
Config choices
Version 2.2

Block 9 - Filter5

Type / Role
n8n-nodes-base.filter - filter
Config choices
Version 2.2

Block 10 - Edit Fields

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 11 - OpenAI Chat Model

Type / Role
@n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices
Version 1.2

Block 12 - Filter

Type / Role
n8n-nodes-base.filter - filter
Config choices
Version 2.2

Block 13 - Edit Fields1

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 14 - Append or update row in sheet

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.6

Block 15 - Batch Processing Logic

Type / Role
n8n-nodes-base.splitInBatches - splitInBatches
Config choices
Version 3

Block 16 - Scrape Website Content

Type / Role
n8n-nodes-base.httpRequest - httpRequest
Config choices
Version 4.2

Block 17 - Extract Contact Information

Type / Role
n8n-nodes-base.code - code
Config choices
Version 2

Block 18 - Filter6

Type / Role
n8n-nodes-base.filter - filter
Config choices
Version 2.2

Block 19 - Google Sheets Trigger

Type / Role
n8n-nodes-base.googleSheetsTrigger - googleSheetsTrigger
Config choices
Version 1

Block 20 - Edit Fields3

Type / Role
n8n-nodes-base.set - set
Config choices
Version 3.4

Block 21 - Append or update row in sheet1

Type / Role
n8n-nodes-base.googleSheets - googleSheets
Config choices
Version 4.6

Block 22 - Sticky Note7

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 23 - Sticky Note

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

Block 24 - Sticky Note1

Type / Role
n8n-nodes-base.stickyNote - stickyNote
Config choices
Version 1

3. Summary Table

Workflow Google Maps lead scraper & enrichment with AI-powered personalized outreach
Complexity advanced
Nodes 24
Categories Lead Generation, Multimodal AI
Author A Z
Published 17 Jul 2025

4. Reproducing the Workflow from Scratch

  1. 1. Download the workflow JSON

    Use the JSON export at /data/workflows/6091/6091.json as the source template for this automation.

  2. 2. Import the template into n8n

    Open n8n, import the downloaded JSON, and review each node before activating the workflow.

  3. 3. Configure credentials and variables

    Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.

  4. 4. Test with sample data

    Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.

  5. 5. Activate and monitor

    Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Frequently asked questions

What does Google Maps lead scraper & enrichment with AI-powered personalized outreach do?

Quick Setup Import this workflow into your n8n instance. Add your Apify, Google Sheets, and Firecrawl credentials. Activate the workflow to start your automated lead enrichment system. Copy the w...

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your Lead Generation, Multimodal AI use case.