Scrape business leads from Google Maps using OpenAI and Google Sheets

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Built by Dr. Firas Dr. Firas
Created on June 06, 2026

Description


Google Maps Data Extraction Workflow for Lead Generation

This workflow is ideal for sales teams, marketers, entrepreneurs, and researchers looking to efficiently gather detailed business information from Google Maps for:

Lead generation
Market analysis
Competitive research

Who Is This Workflow For?

Sales professionals** aiming to build targeted contact lists
Marketers** looking for localized business data
Researchers** needing organized, comprehensive business information

Problem This Workflow Solves

Manually gathering business contact details from Google Maps is:

Tedious
Error-prone
Time-consuming

This workflow automates data extraction to increase efficiency, accuracy, and productivity.

What This Workflow Does

Automates extraction of business data (name, address, phone, email, website) from Google Maps
Crawls and extracts additional website content
Integrates OpenAI to enhance data processing
Stores structured results in Google Sheets for easy access and analysis
Uses Google Search API to fill in missing information

Setup

Import the provided n8n workflow JSON into your n8n instance.
Set your OpenAI and Google Sheets API credentials.
Provide your Google Maps Scraper and Website Content Crawler API keys.
Ensure SerpAPI is configured to enhance data completeness.

Customizing This Workflow to Your Needs

Adjust scraping parameters:
Location
Business category
Country code
Customize Google Sheets output format to fit your current data structure
Integrate additional AI processing steps or APIs for richer data enrichment

Final Notes

This structured approach ensures:

Accurate and compliant data extraction** from Google Maps
Streamlined lead generation
Actionable and well-organized data ready for business use

📄 Documentation: Notion Guide

Demo Video

🎥 Watch the full tutorial here: YouTube Demo

Nodes Used (7)

AI Agent
@n8n/n8n-nodes-langchain.agent
Call n8n Workflow Tool
@n8n/n8n-nodes-langchain.toolWorkflow
Google Sheets
n8n-nodes-base.googleSheets
HTTP Request
n8n-nodes-base.httpRequest
OpenAI Chat Model
@n8n/n8n-nodes-langchain.lmChatOpenAi
SerpApi (Google Search)
@n8n/n8n-nodes-langchain.toolSerpApi
Simple Memory
@n8n/n8n-nodes-langchain.memoryBufferWindow