Automated Lead Extraction from Google Maps to Email

This workflow automates the process of extracting detailed business leads from Google Maps, processing key contact information, and automating outreach through personalized emails. Designed to help local marketers or sales teams, it begins with a manual trigger to initiate the process, then uses a third-party Apify actor to scrape Google Maps based on specified keywords and locations. The raw data is cleaned and structured, focusing on business titles, addresses, websites, and phones. Each lead is then processed individually: their websites are fetched and analyzed with GPT-4 to extract primary contact emails. The collected data—business details and contact emails—are stored in Airtable for easy management. Finally, personalized email outreach is automated via Gmail, based on the stored contact information. This workflow is ideal for generating qualified leads for local businesses, real estate agents, or service providers looking for scalable outreach automation.