Google Maps
Google Maps Scraper — Extract Business Leads Without Writing Code
July 2026 · 8 min read · By GrabNear
Every day, thousands of salespeople, marketers, and business owners want to extract business data from Google Maps — phone numbers, websites, addresses, ratings. The problem is that Google Maps has no export button, and traditional web scraping requires Python, proxies, and a constant battle against bot detection.
This guide covers how to extract Google Maps business data in 2026 — the no-code method, what data you can get, and how to turn it into outreach-ready leads.
Google Maps has 200M+ business listings updated in real time. For SMB lead generation, it's the most accurate and current business database available — more up-to-date than ZoomInfo, Apollo, or any paid B2B database.
What Data Can You Extract from Google Maps?
- Business name — exactly as listed by the owner
- Phone number — direct line, often a mobile for SMBs
- Website — the business's official URL
- Full address — street, city, postal code, country
- Star rating — average of all Google reviews
- Review count — number of reviews
- Business category — e.g. "Italian Restaurant", "Dental Clinic"
- Photos — owner-uploaded and user photos
- Opening hours — including current open/closed status
Method 1 — No-Code Chrome Extension (Recommended)
The GrabNear Chrome extension is a browser-based Google Maps scraper that requires zero coding. It runs inside your Chrome browser, reads the Maps page as you see it, and automatically extracts all business data from the search results.
Step 1
Install GrabNear
Install from the Chrome Web Store — free, no account required. Works on any computer running Chrome or any Chromium-based browser.
Step 2
Search Google Maps
Go to maps.google.com and search for any business type + location — "dentists in Toronto", "restaurants in Dubai", "law firms in Sydney", "gyms in London".
Step 3
Click the GrabNear Icon
Click the GrabNear extension icon. A side panel opens and begins automatically clicking through each listing, extracting phone, website, and address in real time.
Step 4
Load More & Export CSV
Click Load More to pull additional pages (up to 120 results). When done, click Export CSV — all contacts download as a spreadsheet ready for outreach in Excel or Google Sheets.
Method 2 — Python Scraping (Technical)
For massive-scale extraction (100,000+ records), Python with Playwright or Selenium can automate Chrome and scrape Maps programmatically. Key challenges:
- Google detects automated browsers — requires rotating proxies and user-agent spoofing
- Maps uses dynamic JavaScript — basic HTTP scrapers won't work
- Google regularly changes its DOM — scripts break frequently and need maintenance
- Running at scale requires cloud infrastructure and ongoing cost
For most use cases (under 10,000 leads per month), the no-code extension is faster, cheaper, and more reliable.
Method 3 — Google Places API (Official)
Google's Places API provides structured, reliable access to Maps data. Limitations for lead generation:
- Cost: $17–$32 per 1,000 requests for full details
- Phone numbers require a separate "Place Details" call — doubles cost
- Requires custom code to query and store results in bulk
- Rate limited — slow for large batch extractions
Comparison
| Method | Setup | Cost | Scale | Maintenance |
|---|
| Chrome extension (GrabNear) | 2 min | Free | ~500/day | None |
| Python scraper | Days | Proxy cost | Unlimited | High |
| Google Places API | Hours | $17–32/1k | Unlimited | Low |
Legal note: The GrabNear extension reads data as displayed in your browser — the same data any human visitor sees. It does not send automated requests to Google's servers. Always use extracted data responsibly and in compliance with GDPR, CAN-SPAM, and applicable privacy laws.
What to Do With Scraped Data
- Cold calling — phone numbers are verified and current; connect rates 30–50% higher than purchased lists
- Cold email — use the website URL to find contact emails
- LinkedIn outreach — search the business name to find the decision-maker
- CRM import — upload directly to HubSpot, Salesforce, Pipedrive
Scrape Google Maps for Free — No Code Required
Install the GrabNear Chrome extension and extract verified business contacts from any Google Maps search. Phone numbers, websites, addresses — exported to CSV in one click.
Install GrabNear — Free
Frequently Asked Questions
Is scraping Google Maps legal?
Reading publicly visible business information from Google Maps is generally legal — it's the same data any person can see by visiting the page. Sending automated requests to Google's servers in violation of their ToS is not permitted. GrabNear reads data from your browser window, not by sending automated server requests. Always use data in compliance with GDPR, CAN-SPAM, and applicable privacy laws.
How many leads can I extract from Google Maps per day?
Each Maps search returns up to 120 results. By searching different categories, locations, and keywords, you can extract hundreds to thousands of leads per day. A typical search of 60 businesses completes in 3–5 minutes with GrabNear.
Does a Google Maps scraper work worldwide?
Yes. Google Maps has business listings in virtually every country. GrabNear works for any location — "restaurants in Lagos", "law firms in Berlin", "clinics in Manila" — regardless of geography.
Can I get email addresses from Google Maps?
Google Maps listings don't include emails directly. However, once you have a business's website URL, GrabNear's Deep Search feature automatically visits each website and extracts publicly listed emails from Contact or About pages.