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: json { "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.