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The 5 Best Google Maps Scrapers for Businesses in 2023

Google Maps is one of the most popular platforms on the internet. Over 1 billion people use it each month to find and explore local businesses worldwide.

For companies, getting your business mapped and searchable on Google Maps is hugely impactful. According to statistics from Social Media Today, 88% of consumers use online map searches to find local information. Plus, listings with complete business info such as opening hours and contact details get 42% more attention.

Clearly, Google Maps offers an unparalleled opportunity for local businesses to connect with customers and drive new leads and sales.

But here‘s the thing – your competitors are already tapping into Google Maps too. So how do you get a leg up?

This is where Google Maps scraping comes in.

Scraping allows you to extract and compile business listing information from Google Maps at scale. With a Google Maps scraper, you can quickly build extensive datasets covering your competitors, industry, or geographic area.

Let‘s discuss exactly how Google Maps scraping works and the many ways businesses are using scraped data to spur growth. Then we‘ll dive into reviews of the 5 best Google Map scraper tools available in 2023.

How Google Maps Scraping Works

Google Maps scrapers are software tools that automate the process of extracting data from the Maps platform.

Here‘s an overview of how they work:

  • The scraper browses to Google Maps and inputs search keywords or location parameters.
  • It systematically navigates through the search result pages.
  • On each listing page, the scraper identifies the key data elements like business name, address, phone number.
  • It extracts the business data and compiles it into organized spreadsheets or datasets.
  • The process repeats at scale, extracting thousands of listings based on your parameters.

Advanced Google Maps scrapers use techniques like proxies and mimicking human behavior to avoid detection by Google‘s bot filters when extracting data.

Scraping can be done through custom coding scripts, but most businesses choose user-friendly scraper tools that don‘t require technical expertise.

Let‘s explore some of the ways companies are using scraped Google Maps data to enhance their business strategies.

How Businesses Use Scraped Google Maps Data

Google Maps scrapers empower businesses to unlock growth opportunities by revealing valuable insights from map data.

Here are just some examples of how companies leverage scraped listings:

  • Competitive intelligence – Analyze competitors‘ locations, offerings, ratings, and reviews across regions.
  • Market research – Identify ideal areas lacking your business type to expand into.
  • Customer profiling – Enrich CRM data with surroundings and demographics.
  • Targeted advertising – Create hyperlocal ads and promotions.
  • Reputation monitoring – Track mentions, sentiment, and ratings for your locations.
  • Business development – Discover partnership and sponsorship opportunities.
  • Listing optimization – Ensure your NAP (name, address, phone) details are consistent across directories.
  • Lead generation – Build targeted email and direct mail campaigns.

As you can see, the applications are far-reaching. Now let‘s look at the top tools available for scraping this impactful Google Maps data for your business.

5 Best Google Maps Scrapers for Businesses

After extensively evaluating the top players in the web scraping industry, here are the best all-around Google Maps scrapers available today based on performance, accuracy, support, and ease of use:

1. Phantombuster – Best for Hassle-Free Automation

Phantombuster is my top pick for most businesses looking to scrape Google Maps data. The tool fully automates the entire scraping process through an incredibly intuitive point-and-click interface.

With Phantombuster, you can launch scraping campaigns for keywords, locations, categories, and more with just a few clicks:

Phantombuster Google Maps scraper

Everything runs fully automatically in the background once configured – no coding or technical work required. The scraped data is neatly outputted into customizable formats like CSV and Excel.

I like Phantombuster for its simplicity paired with advanced under-the-hood capabilities for evading bot detection. Over 5,000 businesses trust Phantombuster to power their web data pipelines.

Other notable features include:

  • Affordable pricing starting at $24/month
  • 24/7 customer support via live chat and email
  • Cloud-based – work from any device or operating system
  • Automatic proxy rotation to avoid getting blocked
  • Customizable output formats including JSON, HTML, CSV

Phantombuster is ideal for novice and advanced users alike looking for convenient, reliable Google Maps scraping. They offer a generous free trial to test it out.

Get started with Phantombuster

2. Oxylabs – Most Powerful Scraper

For larger data projects, Oxylabs provides enterprise-grade scraping capabilities that can even unlock data from the most complex sites.

The Oxylabs web scraping API gives you precise control over every aspect of the scraping process for maximum optimization.

Highlights include:

  • Lightning fast scraping at over 1 million URLs per hour
  • Advanced JS rendering, captcha solving, and human mimicry
  • Real-time scraping available with instant streaming of data
  • Dedicated account managers provide white-glove setup and support
  • Integrates seamlessly into your databases, apps, or analytics platforms

I’d recommend Oxylabs for companies needing to scrape niche, difficult-to-access Google Maps data or integrate scraping into internal systems.

Oxylabs offers a free trial to experience their platform. Pricing starts at $500/month.

Get started with Oxylabs

3. BrightData – Versatile Option with Pre-Built Scrapers

BrightData is a respected veteran in the web scraping space that offers well-rounded capabilities beyond just Google Maps.

The tool allows you to easily deploy 80+ pre-configured scrapers for major sites like Google, Facebook, Instagram, Amazon, and more. This makes setup nearly effortless.

BrightData‘s infrastructure runs on a cloud-based container system, allowing scraping to scale seamlessly on demand.

Other useful features include:

  • Visual workflow builder to customize scraping without coding skills
  • Fast proxy network with over 9 million IPs for avoiding blocks
  • Built-in tools for outlier detection and data validation
  • 24/7 customer support and detailed documentation

I recommend BrightData for those wanting an integrated scraping solution covering both maps and other web sources. Pricing starts at $500/month.

Get started with BrightData

4. ScraperAPI – Browser-Based Scraping Made Simple

ScraperAPI stands out for providing an intuitive browser-based interface anyone can use to scrape Google Maps on demand.

The tool operates by allowing you to manually navigate to Google Maps, then visually select and extract data you need. This creates a more targeted, precise scraping approach.

Key features of ScraperAPI include:

  • Real-time scraping powered by Chrome and Firefox browsers
  • Click-and-select data extraction tools needing no technical skills
  • Instant results delivered through API or exported files
  • Affordable pricing starting at $39/month for 5,000 records
  • Free plan available for trial

ScraperAPI is ideal for marketers, researchers, or support teams needing to gather map data on the fly. For larger scraping needs, it may lack some of the more advanced automation capabilities compared to leaders like Phantombuster.

Get started with ScraperAPI

5. Apify – Excellent for Beginners

Rounding out our list is Apify, which provides easy Google Maps and local business data scraping for novices.

The tool stands out for its generous free tier that lets you extract up to 5,000 records per month at no cost. This makes Apify a great entry point for testing before committing to paid scraping.

Apify also offers a hands-off automated approach suitable for those with no technical expertise. You can launch actors (parameterized scraping scripts) to extract data and deliver it to your storage destinations.

Other useful Apify features include:

  • Pre-built actors for sites like Google Maps and YellowPages
  • Cloud-based scraping eliminates maintenance or servers
  • Comprehensive documentation and tutorials
  • Pay-as-you-go pricing from $99/month

For freelancers and startups new to scraping, Apify is a great way to get started. Beyond the basics, more advanced users may need expanded options.

Get started with Apify

How to Choose the Right Maps Scraper for Your Business

With an abundance of capable Google Maps scraping tools now available, how do you determine which solution best fits your needs?

Here are the key factors to consider:

Scraping Capabilities

Assess whether you need advanced functionality like JavaScript rendering, captcha solving, or real-time scraping based on the map data you’re targeting.

Intended Data Use

How will you apply the scraped data for your business? Competitive research and customized lead generation require more raw data, while monitoring brand mentions needs more refined analytics.

Available Resources

Evaluate the technical skills and human bandwidth on your team to support scraping projects. Complex tools like Oxylabs provide more customer support.


Pricing can range from free or $24/month entry-level plans up to $500+/month for enterprise solutions. Weigh costs against value delivered.

Scalability Needs

Determine expected data needs now and in the future. Some tools like BrightData easily scale with cloud infrastructure.

By carefully assessing these factors, you can zero in on the ideal Google Maps scraping solution fitting both functionality and budget needs. Most vendors provide free trials to test options firsthand.

Getting Started with Google Maps Scraping

Once you‘ve selected the right Google Maps scraping software for your business, what‘s next? Here are my top tips for launching your first scraping project successfully:

Learn Your Tools

Take advantage of onboarding resources like documentation, blogs, videos, and support to master your scraper.

Start Small, Then Scale

Run test scrapes on limited keywords or locations to validate your setup before going wider.

Tweak and Optimize

Google is always evolving. Adapt your approach over time to sustain performance.

Mind Usage Limits

Monitor volume to avoid exceeding quotas on requests, IPs, or data.

Structure Your Data

Organize scraped results into databases or spreadsheets for easy analysis.

Automate for Freshness

Use features like scheduling, notifications, and triggers to refresh data regularly.

Uncover Actionable Insights

Let your scraped Google Maps data unveil trends, opportunities, andnext best moves to boost your local business strategy.

Scraping a Competitive Edge

In our digitally connected world, Google Maps serves as the gateway for consumers and businesses to find and engage with the local world around them.

By tapping into web scraping tools, companies can unlock Google Maps‘ treasure trove of market insights to supercharge competitive research, accelerate expansion into new territories, optimize locations, boost reputation, and inform strategic decisions.

With the five recommendations in this guide – Phantombuster, Oxylabs, BrightData, ScraperAPI, and Apify – you now have full access to extract the map data needed to deliver results for your business.

The possibilities are limited only by the ways you apply these geographic and consumer intelligence gems uncovered through Google Maps scraping. competing.

So don‘t leave this vital data source untapped any longer. Which of these versatile Google Maps scraping solutions will you put to work for your business? Let me know if you have any other questions as you begin leveraging maps scraping capabilities for your next data-driven breakthrough!



Michael Reddy is a tech enthusiast, entertainment buff, and avid traveler who loves exploring Linux and sharing unique insights with readers.