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6/16/2026
How to Scrape Google Maps for Local Business Leads (with Emails) - No API Key

How to Scrape Google Maps for Local Business Leads (with Emails) - No API Key

Short summary

A practical tutorial on using the Apify automation platform to scrape Google Maps for local business leads with automatically enriched contact details, emails, and social links. Solves Google Places API limitations by combining Maps data with targeted website crawling. Includes working Python code, real output examples, and business applications for sales prospecting, market research, and competitive landscape analysis.

  • •Scrapes Google Maps for local business data and enriches results with emails extracted from business websites—no API key needed
  • •Overcomes Google Places API limitations: no rate limiting, scales without costs, automatically includes email addresses
  • •Provides working Python code, REST API examples, and real use cases for sales prospecting, market research, and competitive analysis

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