The best Google Maps scraper in 2026 depends on what you need: bulk lead extraction, offline data privacy, or a quick free tool for a small project. After comparing pricing, features, and ease of use, MappyLeads stands out as the strongest overall pick for agencies and freelancers who need verified emails, phone numbers, and addresses without paying for a monthly subscription.
If you run an agency, sell B2B services, or do local SEO work, you already know how much time gets wasted copying business details out of Google Maps by hand. A google maps scraper automates that process, pulling business names, addresses, phone numbers, emails, ratings, and reviews into a clean spreadsheet in minutes instead of hours.
This guide breaks down the seven best options on the market right now, what each one is actually good at, and how to pick the right one for your workflow.
What Is a Google Maps Scraper and Why You Need One
A google maps scraper is a tool that automatically pulls public business listing data from Google Maps based on a search term and location. Instead of manually clicking through hundreds of listings, you enter something like "dentists in Austin TX" and the tool returns a structured export with contact details, ratings, and business categories.
This matters for a few reasons:
- Lead generation. Agencies and freelancers use scraped data to build cold outreach lists for local businesses.
- Local SEO audits. Consultants pull competitor listings to spot gaps in reviews, categories, or business hours.
- Market research. Scraped data shows how saturated a niche is in a specific city or zip code.
- Sales prospecting. B2B teams selling to local businesses (web design, marketing, software) use it to fill the top of their pipeline.
The difference between tools usually comes down to three things: how accurate the contact data is, whether it runs locally or in the cloud, and how much it costs to scale.
How We Evaluated These Tools
Each tool below was assessed on the same criteria:
- Data accuracy — does it reliably pull emails and phone numbers, not just business names?
- Ease of use — can a non-technical marketer run it without coding?
- Pricing model — one-time purchase vs. recurring subscription vs. credit-based.
- Speed and scale — can it handle bulk searches across multiple locations?
- Data privacy — does it require uploading your search terms to a third-party cloud?
The 7 Best Google Maps Scrapers in 2026
1. MappyLeads — Best Overall Google Maps Scraper
MappyLeads is an AI-powered Google Maps scraper built specifically for agencies, freelancers, and small businesses that need clean, exportable lead data fast. It pulls business names, emails, phone numbers, ratings, and addresses directly from Google Maps and connected websites.
What makes it stand out:
- One-time purchase pricing instead of a recurring subscription, currently listed around $27 (down from $97).
- Runs as a Windows desktop app, so your search data and exports stay on your machine rather than a third-party server.
- Built-in email extraction from business websites, not just what Google Maps displays.
- No coding or scraping knowledge required to set up a search.
Best for: Agencies and freelancers who want a fast, affordable google maps scraper without a monthly bill eating into margins.
2. Octoparse
Octoparse is a general-purpose, no-code web scraping platform that can be configured to pull Google Maps data among many other sources. It's flexible, but that flexibility comes with a steeper learning curve since it's not purpose-built for local business leads.
Best for: Technical users who need a scraper that handles multiple websites beyond Google Maps. If you're searching for an octoparse alternative that's simpler and more focused, a dedicated google maps scraper like MappyLeads is usually a faster path to leads.
3. PhantomBuster
PhantomBuster is a browser automation platform with a Google Maps scraping "phantom" as one of many available automations. It works well if you're already using PhantomBuster for LinkedIn or other automation tasks.
Best for: Teams already inside the PhantomBuster ecosystem. If you only need Google Maps data and nothing else, a phantombuster alternative built specifically for this use case tends to be more cost-effective.
4. Outscraper
Outscraper is a cloud-based scraping API aimed at developers and larger operations that need programmatic access to Google Maps data at scale.
Best for: Technical teams comfortable working with APIs. Marketers and freelancers looking for an outscraper alternative without the API setup typically prefer a point-and-click desktop tool instead.
5. Apify
Apify is a broader scraping and automation marketplace with a Google Maps scraper available as one of many community-built "actors." It's powerful but requires some comfort navigating its platform and usage-based credit pricing.
Best for: Developers who want to customize scraping logic or integrate it into a larger automation pipeline.
6. Free Chrome Extension Scrapers
Several free Chrome extensions let you scrape basic business names and addresses directly from a Google Maps search results page. These work fine for very small, one-off projects.
Best for: Anyone testing the idea of scraping before investing in a paid tool. The tradeoff is limited data fields (often no emails), manual exports, and usage caps.
7. Manual Export Tools
Some lightweight tools simply help you copy and paste Google Maps listings into a spreadsheet faster, without full automation. They're better than nothing but slow compared to a dedicated scraper.
Best for: Very small, occasional lead lists where speed isn't critical.
Google Maps Scraper Comparison Table
| Tool | Best For | Pricing Model | Email Extraction | Coding Needed |
|---|---|---|---|---|
| MappyLeads | Agencies & freelancers | One-time purchase | Yes | No |
| Octoparse | Multi-site scraping | Subscription | Limited | Some |
| PhantomBuster | Automation power users | Subscription | Limited | Some |
| Outscraper | Developers & API use | Credit-based | Yes | Yes |
| Apify | Custom integrations | Credit-based | Limited | Yes |
| Free Chrome Extensions | One-off small projects | Free | Rarely | No |
| Manual Export Tools | Occasional small lists | Free/Low cost | No | No |
Free vs Paid Google Maps Scrapers: What's the Difference
A free google maps scraper is fine for testing the concept or pulling a small, one-time list. But most free tools cap how many results you can export, skip email extraction entirely, and require manual cleanup afterward.
Paid tools earn their cost back quickly if you're doing this regularly. For b2b lead generation software in general, the math is simple: if a tool saves your team even a few hours a week of manual research, a one-time $27 purchase pays for itself on day one.
This is especially true for local seo lead generation work, where you're often running the same type of search across dozens of cities or niches. A free, manual process doesn't scale. A dedicated scraper does.
How to Choose the Right Google Maps Scraper for Your Business
Ask yourself these questions before picking a tool:
- Do I need emails, or just business names and phone numbers? If emails matter, rule out tools that only pull what's visible on the Maps listing itself.
- Do I need this to run at scale across many cities or niches? If yes, prioritize bulk search and export speed over a one-off Chrome extension.
- Do I want a one-time cost or am I fine with a subscription? Recurring tools can get expensive if you're not running searches every month.
- Does data privacy matter to my business? A desktop tool that doesn't route your search terms through a third-party cloud is worth considering if you handle sensitive client research.
- Do I have the technical skill to use an API-based tool? If not, skip Outscraper and Apify in favor of a no-code option.
For most agencies, freelancers, and small businesses, a tool like MappyLeads checks every box above without the setup time of a developer-focused platform.
Frequently Asked Questions
Is it legal to scrape Google Maps?
Scraping publicly available business listing data is generally accepted for legitimate lead generation and research purposes, but you should always follow applicable data privacy laws and avoid using scraped data for spam. Check Google's Business Profile guidelines for details on acceptable use of public listing data.
What's the best free google maps scraper?
Free Chrome extensions work for small, one-off projects, but they typically don't extract emails and cap how much data you can export. For anything beyond a handful of leads, a low-cost paid tool like MappyLeads is usually faster and more reliable.
Can a Google Maps scraper find business emails?
Not always. Some tools only pull what Google Maps displays directly, which rarely includes an email address. MappyLeads goes a step further by checking the business's connected website for contact details.
How much does a good google maps scraper cost?
Pricing varies widely. Subscription-based platforms can run anywhere from a low monthly fee to higher tiers for bulk usage. One-time purchase tools like MappyLeads offer a more predictable cost, often under $30, with no recurring bill.
What's the difference between a Google Maps scraper and a general web scraper?
A general web scraper like Octoparse or Apify can be configured for many different websites, including Google Maps, but requires more setup. A dedicated google maps scraper tool is built specifically for this use case, so it's typically faster to start using with no configuration needed.
Conclusion
The right google maps scraper comes down to your workflow. Developers comfortable with APIs may prefer Outscraper or Apify. Teams already using browser automation might stick with PhantomBuster. But for most agencies, freelancers, and small businesses that just want clean leads fast without a subscription or a learning curve, MappyLeads is the most practical choice on this list.
Ready to Build Your Lead List Faster?
Stop copying business details by hand. Try MappyLeads and start extracting verified leads, emails, and phone numbers from Google Maps in minutes, with a one-time purchase and no monthly subscription.
