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

FruityP — Tue, 16 Jun 2026 03:15:39 +0000

If you've ever needed a list of local businesses - every dentist in Manchester, every plumber in Leeds - with their contact details, you've probably hit the same wall I did:

Google's Places API is rate-limited, costs money once you scale, and annoyingly doesn't return email addresses at all.
Copy-pasting from Maps by hand is soul-destroying past the first ten rows.
Most "scrapers" give you the name and a phone number, then stop right where the value starts: the email.

This guide shows a practical way to pull structured business data straight from Google Maps and auto-enrich each result with emails, extra phones, and social links - no Google API key, exportable to JSON/CSV/Excel, and callable from code.

What you actually get per business

{
  "name": "Ringway Dental - Cheadle",
  "address": "187 Finney Ln, Heald Green, Cheadle SK8 3PX",
  "phone": "0161 437 2029",
  "website": "https://www.ringwaydental.com/",
  "rating": 5,
  "reviewsCount": 598,
  "category": "Dental clinic",
  "lat": 53.37, "lng": -2.22,
  "emails": ["reception@ringwaydental.com"],     // ← enriched from the website
  "socialLinks": { "facebook": "...", "instagram": "..." },
  "extraPhones": ["..."]
}

The first block (name → coordinates) comes from Maps. The emails / socialLinks / extraPhones are the bit that makes a list actually usable for outreach - they're crawled from each business's own website.

The fast way: a ready-made Actor

Rather than build and babysit the scraping yourself, I packaged this as an Apify Actor: Google Maps Scraper. You give it search terms + locations; it returns enriched rows.

Input:

{
  "searchTerms": ["dentists"],
  "locations": ["Manchester, UK"],
  "maxPlacesPerSearch": 50,
  "scrapeContacts": true,
  "relatedEmailsOnly": true
}

That's it. scrapeContacts: true turns on the website crawl for emails/socials; relatedEmailsOnly keeps only emails that belong to the business's own domain (so you don't get random gmail noise).

Call it from code (Python)

Every Apify Actor exposes a REST API, so you can run it from a script and stream the results:

from apify_client import ApifyClient

client = ApifyClient("<YOUR_APIFY_TOKEN>")

run = client.actor("fruityp/google-maps-scraper").call(run_input={
    "searchTerms": ["plumbers"],
    "locations": ["Leeds, UK"],
    "maxPlacesPerSearch": 50,
    "scrapeContacts": True,
})

for biz in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(biz["name"], biz.get("phone"), biz.get("emails"))

Real output from that exact run:

Plumbers Leeds            0113 433 3119   []
Norton Plumbing          07730 560422     ['alex@nortonplumbing.co.uk']
SFR Plumbing & Heating   07833 476252     []

Pipe iterate_items() straight into a CSV, a Google Sheet, your CRM, or a cold-email tool.

Going past the ~per-area cap

A single Google Maps viewport only surfaces a few hundred results before it stops. If you ask for more than one area's worth, the Actor automatically expands the search across sub-localities (neighbourhoods, postcode districts) and dedupes by place ID - so "restaurants" in "Manchester, UK" with a high limit returns hundreds of unique places, not the same 100 on repeat.

Who this is actually for

Agencies / freelancers building targeted outreach lists ("every dental practice in the North West, with email").
Local SaaS / service businesses finding prospects in a region.
Market research - pull a whole category in a city with ratings + review counts to map the competitive landscape.
A neat niche: filter to businesses without a website and you've got a ready-made list to sell web/SEO services to.

Why not just use the official Places API?

For pure place data, the Places API is fine - but for lead generation it falls short: it's metered/paid at volume, and it won't give you emails. The whole point of a lead list is the contact you can actually reach, and that lives on the business's website, not in the API. That's the gap this fills.

A note on ethics & limits

This collects public business listing data. Respect Google's and each site's terms, don't hammer at absurd rates, and don't use scraped contacts for spam - use them for genuine, relevant outreach. Deleted/removed data isn't surfaced.

Wrap-up

If you need local-business leads with contact details, the combination of Maps data + website enrichment is the practical recipe - and you don't need Google's API to do it.

👉 Try it here: Google Maps Scraper on Apify (free to start; bring your own proxy or use Apify's).

If you build something with it, I'd love to hear what - drop a comment.

DEV Community: FruityP