Automate Business Contact Extraction from Google Maps with Apify, GPT, and Airtable
detail.loadingPreview
Effortlessly extract business contact details like emails, phone numbers, and websites directly from Google Maps. This automated workflow leverages Apify for scraping, GPT for intelligent email extraction, and Airtable for organized storage, streamlining your sales prospecting.
About This Workflow
This n8n workflow provides a powerful solution for automatically gathering valuable business contact information from Google Maps. By integrating Apify's scraping capabilities, users can target specific locations and business types to gather initial data. The workflow then intelligently cleans and structures this data using Airtable, while a crucial step employs GPT (specifically GPT-4) to precisely extract email addresses from scraped website content. This ensures you're not just getting listings, but actionable contact information, ready for further sales outreach or enrichment in Airtable, making it an indispensable tool for any sales or marketing team looking to scale their lead generation efforts.
Key Features
- Automated Google Maps Scraping: Efficiently gather business listings by keyword and location.
- Intelligent Email Extraction: Utilize GPT to accurately find and verify contact email addresses from website content.
- Data Cleaning and Structuring: Organize extracted information with configurable field mapping.
- Seamless Airtable Integration: Store and manage your leads in a structured, actionable database.
- Flexible and Customizable: Adaptable to any industry by simply changing keywords and target locations.
How To Use
- Initialize Workflow: Start by using a 'When clicking Execute workflow' trigger.
- Configure Google Maps Scraper: Set up an HTTP Request node to interact with Apify's Google Maps Extractor. Enter your business keyword, target location, and desired number of results. Copy the Apify API endpoint and paste it into the HTTP Request URL, along with the necessary JSON body configuration.
- Clean and Structure Data: Use an 'Edit Fields' node to select and rename essential data points like Title, Address, Website, and Phone from the Apify output.
- Process Items Individually: Implement a 'Loop Over Items' node to process each extracted contact one by one.
- Isolate Website URLs: Employ another 'Edit Fields' node to specifically extract and retain only the website URL.
- Scrape Website Content: Use an HTTP Request node to fetch the raw HTML content from each website URL.
- Extract Emails with GPT: Configure an OpenAI node (Message a Model). Use a prompt instructing GPT-4 to extract the most authoritative business email address from the provided website content, returning only the email or 'Null' if none is found.
- Save to Airtable: Connect an Airtable node to save all collected business information, including the extracted email, into your chosen Airtable base for easy management and further use.
Apps Used
Workflow JSON
{
"id": "e165da9d-5ba2-47ed-b12a-29f388a73360",
"name": "Automate Business Contact Extraction from Google Maps with Apify, GPT, and Airtable",
"nodes": 24,
"category": "Sales",
"status": "active",
"version": "1.0.0"
}Note: This is a sample preview. The full workflow JSON contains node configurations, credentials placeholders, and execution logic.
Get This Workflow
ID: e165da9d-5ba2...
About the Author
SaaS_Connector
Integration Guru
Connecting CRM, Notion, and Slack to automate your life.
Statistics
Related Workflows
Discover more workflows you might like
Typeform to HubSpot Lead Qualification & Gmail Follow-up
Streamline your lead capture process by automatically syncing Typeform submissions to HubSpot. Qualify leads based on their interest and send personalized follow-up emails instantly. This workflow ensures no lead is missed and interested prospects receive immediate attention.
Automate LinkedIn Job Change Monitoring and Role Classification
Proactively track career shifts within your LinkedIn network. This n8n workflow utilizes Airtop to automatically extract detailed job change information, including new positions, LinkedIn profiles, and functional classifications, enabling timely outreach and CRM updates.
Automated Smart Lead Qualification and Hot Lead Alerts
Instantly qualify inbound leads from your forms by automatically verifying emails, scoring customer fit with MadKudu, and alerting your sales team about high-potential prospects via Gmail. Streamline your lead funnel and ensure your sales team focuses on the hottest opportunities.