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Lead GenerationBy Efe Berke Çolaker 8 min read

How to Scrape Data from Google Maps (3 Methods Compared)

Three ways to scrape data from Google Maps compared: the official Places API, DIY web scraping and no-code scrapers, with costs, limits and legality explained.

Google Maps is the largest structured directory of local businesses on earth: 200M+ listings with names, categories, phone numbers, websites, hours and review counts, self-maintained by owners who want to be found. For anyone selling to local businesses, it is the lead source. The catch: Google does not hand the data over. This guide compares the three real ways to get it out, with honest costs and limits.

200M+business listings on Maps
60results cap per API text search
0email addresses shown on Maps

Method 1: The official Places API

Google's sanctioned route. You get clean JSON, guaranteed uptime and full ToS compliance. You also get the two limits that make it awkward for lead generation: text searches return at most 60 places per query, and Place Details pricing lands around $17 per 1,000 requests once the free credit runs out. A 10,000-lead pull across a few cities typically costs $150-300 in API fees.

The bigger problem is what the API does not contain: email addresses. Maps listings never include them, so after paying for the API you still need to visit every business website and hunt for the contact address.

Method 2: DIY scraping (Playwright or Puppeteer)

Developers can drive a headless browser through Maps search results, scroll the listings panel and parse each place card. It works, and there are open-source starters on GitHub. Budget for reality though: Maps ships aggressive bot detection, markup that changes without notice and CAPTCHA walls at volume. A DIY scraper is a small ongoing engineering project (proxies, retries, selector maintenance), not a weekend script. And you still have the email problem from method 1.

Whichever method you choose, the email step is where lead quality is decided. Guessed or scraped addresses bounce, and bounces above 2% damage your sender domain. Always run addresses through SMTP verification before a campaign touches them.

Method 3: A purpose-built Maps scraper

Tools built for lead generation collapse the whole chain into one step: query Maps at scale, follow each listing to the business website, extract the contact email and verify it. Getlead's Google Maps scraper does exactly this: you enter a niche and location ("dentists in Austin"), it returns verified business emails alongside the Maps data, no API keys, proxies or selector maintenance on your side.

This is the only method of the three that ends with sendable leads instead of a CSV that still needs enrichment. For one-off small pulls, the free email extractor covers the website-to-email step manually, one page at a time.

Which method fits you

  • Places API: you need ToS-compliant data inside a product, emails don't matter, budget exists.
  • DIY scraper: you have engineering time, enjoy maintenance and need full control of the pipeline.
  • Purpose-built scraper: you need outreach-ready leads this week, verified emails included.

From listing to booked meeting

Data is the start, not the finish. The teams that convert Maps leads follow the same sequence: scrape a tight niche, verify every address, personalize the first line with something from the listing (review count, neighborhood, a service they advertise) and send with a warmed-up domain. The full playbook is in our B2B lead generation guide.

Popular resources

15 best lead generation toolsLead scrapers for 10+ sourcesLinkedIn scraperLead scraping tool (50K leads/mo)B2B email lists by industryB2B lead generation guide

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