Scrape Google Maps Leads (Email, Phone, Website) via Apify + GPT + Airtable

This n8n workflow enables marketers, sales teams, and local businesses to efficiently collect leads including business names, addresses, phones, websites, and emails directly from Google Maps. It leverages Apify's Google Maps Extractor to scrape data for any location or keyword, then cleans and structures it for further processing. Websites are visited to fetch raw HTML, and OpenAI's GPT intelligently extracts the most relevant contact emails from the content.

Key benefits include significant time savings on manual lead research, high accuracy in email extraction thanks to AI, and seamless integration into Airtable for filtering, segmentation, and CRM export. Ideal for real estate agents targeting local properties via MLS integration, restaurants scouting competitors, therapists building referral networks, or any niche needing hyper-local leads.

Setup requires an Apify account, OpenAI API key, and an Airtable base with predefined fields like Business Name, Address, Website, Phone, Email, and Google Maps URL. Once configured, input your search parameters in Apify, run the workflow, and access enriched leads ready for email campaigns or cold calling. This powerful automation scales effortlessly for hundreds of leads per run.