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How to Scrape Google Maps for Business Leads (Python + No-Code)

Google Maps is the world's biggest local-business database — name, address, phone,
website, rating, hours, category, for tens of millions of businesses. For B2B sales,
local agencies and market research, it's the single best source of fresh, targeted
leads
. The official Places API is expensive, quota-limited and caps results; here's
how to get the same data at scale.

Why Google Maps for lead-gen?

  • Targeted by niche + location — "dentists in Austin", "plumbers in Berlin", "law firms in London". Every search is a lead list.
  • Contactable — phone and (often) website for direct outreach.
  • Enrichable — pair the website with an email finder and you've got a full B2B contact record.

The hard part

Google Maps is heavily defended: it lazy-loads results as you scroll, rate-limits
aggressively, and caps the official Places API at ~60 results per query. Doing this
reliably means a headless browser or a maintained scraping engine, residential
proxies, scroll/pagination handling, and de-duplication. A naive script gets blocked
fast — this is one to use a maintained tool for rather than build from scratch.

The no-code option

The Google Maps Business Scraper
on Apify does it — enter a search and location, click Run, get a clean lead list.

{
  "search": "dentists",
  "location": "Austin, TX",
  "maxResults": 200
}
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Output is one clean row per business — name, full address, phone, website, rating,
review count, category, coordinates and hours — plus an AI lead score so you work
the best prospects first. Export to CSV/Excel for your CRM, or JSON for a pipeline.

Turn places into a real contact list

Maps gives you the business + website; the money move is enrichment. Feed the
websites into the
Smart Email Finder & Verifier
to get verified email addresses, and you've gone from "a map pin" to "a deliverable
B2B contact" — the exact workflow lead-gen agencies sell for real money.

Common use cases

  • 🎯 B2B sales & agencies — build targeted prospect lists by industry + city.
  • 📈 Market research — map competitor density, ratings and coverage by area.
  • 📍 Local SEO / data products — power directories and local-data tools.
  • 🤝 Partnerships — find every business of a type in a region in minutes.

FAQ

Do I need a Google API key? No — and you're not limited to the Places API's
~60-result cap.

Can I get emails? Maps gives the website; pair it with an email-finder actor to
get verified emails.

How many results? Set your max — it scrolls and paginates past the usual caps.

Can I run it on a schedule? Yes — schedule recurring runs to keep lead lists fresh,
or call it via API / Make / Zapier / n8n.

Is scraping Google Maps legal? It reads publicly available business listings. Use
it responsibly for legitimate lead-gen and within applicable laws and terms.


Building a lead pipeline? The Google Maps Business Scraper plus the Smart Email Finder & Verifier turn local search into deliverable B2B contacts.

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