Maps2Leads – Google Maps Business Lead Generator with AI Enrichment

Maps2Leads is a powerful Apify Actor that scrapes business listings from Google Maps and optionally enriches them by visiting the business websites to extract contact information (Emails, Social Media) using AI or Regex.

Features

• 📍 Scrape Google Maps: Extracts Name, Category, Rating, Reviews, Phone, Address, and Website.
• 🤖 AI Enrichment: Uses OpenAI (optional) to intelligent extract emails and social links from business websites.
• ⚡ Regex Fallback: Robust fallback to pattern matching if no API key is provided.
• 🛡️ Production Ready: Built with Playwright and Apify SDK, handling retries, dynamic scrolling, and cookie consents.

Prerequisites

• Apify Account
• (Optional) OpenAI API Key for better enrichment accuracy.

Input Parameters

Field	Type	Description	Default
keyword	String	Search term (e.g. "Pizza", "Plumber")	Required
location	String	Location (e.g. "New York", "London")	Required
maxResults	Number	Max listings to scrape	10
language	String	Language code	"en"
enableEnrichment	Boolean	Visit websites for contact info?	false
openaiApiKey	String	Your OpenAI API Key	Optional

Output Format

The actor stores results in the default Apify Dataset in JSON format:

{
  "business_name": "Joe's Pizza",
  "category": "Pizza Restaurant",
  "rating": 4.5,
  "reviews": 1200,
  "phone": "+1 212-555-0199",
  "website": "https://joespizza.com",
  "email": "contact@joespizza.com",
  "instagram": "https://instagram.com/joespizza",
  "facebook": "https://facebook.com/joespizza",
  "city": "New York",
  "maps_url": "https://www.google.com/maps/place/...",
  "source": "google_maps"
}

Legal & Safety Disclaimer

This tool is for educational and legitimate business research purposes only.

• Public Data Only: This actor only collects publicly available data.
• Respect Rules: We respect robots.txt policies on target websites where standard crawlability rules apply.
• GDPR/CCPA: Ensure you comply with local privacy laws when handling personal contact information (emails/phones).
• Google Maps: Scraping Google Maps may violate their Terms of Service. Use at your own risk.

Troubleshooting

• No results? Try increasing maxResults or changing the usage hours.
• Enrichment failing? Ensure the target websites are accessible and not blocking bot traffic.

Support

For issues or feature requests, please open an issue in the repository.