Google Maps has appeared as a vital resource for businesses seeking location-based data. With over 200 million businesses and places listed worldwide, it’s a goldmine of information. However, manually extracting this data is impractical.
This is where Google Maps scrapers prove an important role. They automate the process of extracting data, saving you time and effort. These tools provide structured information, including business names, addresses, phone numbers, websites, reviews, ratings, and even social media links. This data can be used for lead generation, market research, competitor analysis, and local SEO optimization.
This article will guide you through the 9 best Google Maps scrapers available, highlighting their key features, pros, cons, and pricing to help you make an informed decision.
What is a Google Maps Scraper ?
A Google Maps scraper is a specialized tool designed to automatically extract data from Google Maps. It acts like a digital assistant, swiftly gathering information that would take hours to collect manually.
This data can include business names, addresses, phone numbers, websites, customer reviews, ratings, and even social media links.
Google Maps scrapers come in various forms, from user-friendly, no-code applications, search query to sophisticated APIs requiring some coding knowledge. Businesses, marketers, researchers, and SEO professionals utilize these tools for a multitude of purposes, such as lead generation, market research, competitor analysis, and local SEO optimization.
The 9 Best Google Maps Scrapers for Efficient Data Extraction
| 🌟 Google Maps Scrapers | 🎯 Perfect User | 🚀 Standout Feature | 💰 Pricing |
|---|---|---|---|
| 🥇 Apify | Large-scale scraping | Advanced customization | $49/mo |
| 🥈 Bright Data | Enterprise-level needs | Extensive proxy network | Custom |
| 🥉 Outscraper | Quick setup | User-friendly interface | $3/1k results |
| 📍 Octoparse | Visual scraping | No-code solution | $75/mo |
| 🗺️ Lobstr.io | Fast extraction | High-speed scraping | $1/1k listings |
| 🔍 PhantomBuster | Automation | Cloud-based scraping | $69/mo |
| 🌐 ScrapeHero | Data enrichment | Advanced analytics | $99/mo |
| 📊 WebHarvy | Small businesses | Point-and-click interface | Varies |
| 🔄 MapsScraper | Budget-friendly | Simple browser extension | $15/mo |
1. Apify
First in our list of Google Maps Scrapers is Apify, a Czech company that offers a cloud-based platform with a variety of web scraping and automation tools. While Apify is mainly a hosting solution for developers, it also manages some ready-made scrapers like Google Maps Extractor.
Apify offers a range of no-code Google Maps Scrapers, including Google Maps Data Extractor and Google Maps Business Scraper, which you can use to collect business listings, reviews, ratings, and other location data. Apify’s tools are scalable, allowing for the collection of large datasets and support data export to various formats.
| 🌟 Feature | ✅ Details |
|---|---|
| 💰 Cost | Pay-as-you-go compute units system✓ |
| ⏰ Free Trial | $5 trial credit card for new users✓ |
| 🌍 Locations | Global coverage with proxy network✓ |
| 📊 Data Format | JSON, CSV, Excel, XML export options✓ |
2. Bright Data
Second in our list of Google Maps Scrapers is Bright Data, a versatile and powerful platform for web data collection. Bright Data offers both pre-built Google Maps Datasets and a specialized SERP API with an endpoint for Google Maps scraping.
This API excels in delivering structured data with coordinate-level precision, allowing you to target specific locations with remarkable accuracy. This makes Bright Data suitable for businesses and researchers who require large-scale, granular data extraction from Google Maps for lead generation, market research, and competitor analysis.
| 🌟 Feature | ✅ Details |
|---|---|
| 💰 Cost | Flexible pricing plans ✓ |
| 🎁 Free Trial | Yes, $5 free credits ✓ |
| 📍 Locations | Global scraping capabilities ✓ |
| 📂 Data Format | JSON, CSV, Excel ✓ |
3. Outscraper
Outscraper, a US-based company that offers a user-friendly, no-code platform with a variety of web scrapers, including one specifically for Google Maps Data Scraping.
Outscraper’s Google Maps Scraper enables users to collect valuable business information such as names, email addresses, phone numbers, websites, reviews, ratings, and even social media links. Outscraper provides data export in multiple formats and supports features like scheduling and API access for great integration with your workflow.
| 🌟 Feature | ✅ Details |
|---|---|
| 💰 Cost | Starts at $0.004 per request ✓ |
| 🎁 Free Trial | Available for new users ✓ |
| 🌍 Locations | Global coverage ✓ |
| 📂 Data Format | CSV/XLSX/JSON/Parquet supported ✓ |
4. Octoparse
Octoparse is a visual web scraping tool that allows users to extract data from websites without writing code. Octoparse offers a desktop application with a point-and-click interface and provides pre-built templates for various websites, including Google Maps.
Users can easily configure a scraper using Octoparse’s templates or customize them to extract specific data points from Google Maps listings, such as business names, addresses, phone numbers, zip code, business emails reviews, and ratings. Octoparse supports cloud-based scraping, scheduling, and data export in multiple formats.
| 🌟 Feature | ✅ Details |
|---|---|
| 💰 Cost | Starts at $75/month ✓ |
| 🎁 Free Trial | 14-day free trial ✓ |
| 📍 Locations | Global servers with 24/7 availability✓ |
| 📂 Data Format | CSV, Excel, JSON, API integration✓ |
5. Lobstr.io
Lobstr.io is a French data scraping company that offers a suite of no-code web scraping tools, including a specialized Google Maps scraper. Lobstr.io stands out for its speed and scalability, claiming to be the fastest Google Maps scraper in the market.
Their Google Maps Search Export tool allows users to collect a wide range of data points from Google Maps business listings, including business names, addresses, phone numbers, websites, reviews, contact info and even social media links. Lobstr.io also offers features like data enrichment, scheduling, and direct export to Google Sheets and Amazon S3.
| 🌟 Feature | ✅ Details |
|---|---|
| 💰 Cost | Pay-per-request pricing with no hidden fees✓ |
| ⏰ Locations | Global coverage with multi-threading capabilities✓ |
| 📊 Data Format | Supports Google Sheets, S3, SFTP exports✓ |
| 📂 Data Format | Python, PHP, JavaScript API libraries available✓ |
6. PhantomBuster
PhantomBuster is a cloud-based automation platform that offers a wide array of tools for web scraping, lead generation, and social media automation. Their Google Maps Search Export tool is specifically designed for extracting business data from Google Maps.
This no-code tool allows users to collect details like business names, addresses, phone numbers, websites, and review counts from Google Maps search results and export them into a spreadsheet. PhantomBuster integrates with various other platforms and tools.
| 🌟 Feature | ✅ Details |
|---|---|
| 💰 Cost | Starts at $59/month ✓ |
| 🎁 Free Trial | 14-day free trial ✓ |
| 🌍 Locations | Global access ✓ |
| 📂 Data Format | CSV and JSON export options ✓ |
7. ScrapeHero
ScrapeHero is a powerful data extraction solution for Google Maps, offering enterprise-grade capabilities for businesses seeking complete location intelligence. This advanced scraping platform excels in extracting business listings, customer reviews, geolocation data, and popular times with exceptional precision and reliability.
The platform’s sophisticated algorithms ensure high-quality data validation while incorporating robust proxy management and anti-detection mechanisms for secure data collection. ScrapeHero’s versatile toolkit includes customizable extraction rules, automated scheduling, subscription plan and extensive analytics capabilities, making it ideal for large-scale data operations.
| 🌟 Feature | ✅ ScrapeHero Details |
|---|---|
| 💰 Cost | Pay-per-request API pricing model✓ |
| 🎁 Free Trial | Available with limited API credits✓ |
| 📍 Locations | Global coverage for data extraction✓ |
| 📊 Data Format | Spreadsheet downloads and API JSON responses✓ |
8. WebHarvy
WebHarvy is a visual web scraping tool that enables users to extract data from websites without writing any code1. It features a point-and-click interface that makes it easy to select the data you want to scrape; it can be used to scrape data from Google Maps business listings.
WebHarvy offers features such as scheduling, data export in various formats, and CAPTCHA solving. Its ease of use and affordability make WebHarvy a good choice for small businesses and individuals looking to scrape data from Google Maps API for lead generation, email address, valuable leads, search term and market research.
| 🌟 WebHarvy Features | ✅ Details |
|---|---|
| 💰 Cost | One-time payment with 1-year support✓ |
| 🎯 Free Trial | Available for initial testing✓ |
| 🌍 Data Types | Text, HTML, Images, URLs, Emails✓ |
| 📊 Export Formats | Excel, XML, CSV, JSON, TSV, SQL✓ |
9. MapsScraper
MapsScraper is a cost-effective data extraction solution designed specifically for Google Maps data harvesting. This browser-based tool excels in extracting local business information, including contact details, geographical coordinates, and customer reviews through its intuitive Chrome extension.
The platform specializes in automated location-based data collection, offering great integration with various data management systems. Its simplified scraping workflow enables users to extract valuable business intelligence without technical complexity. MapsScraper’s robust verification system ensures data accuracy while maintaining compliance with scraping protocols.
| 🌟 Feature | ✅ Specification |
|---|---|
| 💰 Cost | Free Chrome Extension Available✓ |
| 🎁 Free Trial | Try Without Cost Limitations✓ |
| 🌍 Locations | Global Coverage for Business Data Collection✓ |
| 📊 Data Format | CSV, Excel, JSON Export Options✓ |
Types of Data You Can Extract with Google Maps Scrapers
Google Maps is a treasure trove of data for businesses, researchers, and marketers. Google Maps scrapers can open this valuable information, enabling you to gather a variety of data points for lead generation, market research, and competitor analysis.
With a Google Maps scraper, you can collect business listings with details like business names, addresses, phone numbers, websites, and operating hours. You can extract geographical data such as coordinates, area boundaries, and other geospatial information. User reviews and ratings provide insights into customer sentiment and business performance.
Additionally, you can gather photos and images associated with businesses and locations. Extracting this data can enable you to make informed decisions, optimize marketing campaigns, Goggle places and gain a competitive edge.
Common Questions About Google Maps Scrapers
Is it Legal to Scrape Data from Google Maps?
While scraping publicly available data is legal, Google’s terms of service prohibit scraping. It’s crucial to understand the legal implications and best practices.
What Data can be extracted with Google Maps Scrapers?
You can extract business names, addresses, phone numbers, websites, reviews, ratings, operating hours, latitude/longitude coordinates, photos, social media links, and more.
Can I Code My Own Google Maps scraper?
Yes, you can code a scraper using Python and libraries like requests, BeautifulSoup, and Selenium. However, this requires technical expertise and ongoing maintenance.
What are the Benefits of Using a No-Code Google Maps scraper?
No-code scrapers offer user-friendly interfaces and require no coding experience, making data extraction accessible to a wider audience.
What are the Different Types of Google Maps Scrapers?
There are cloud-based scrapers, browser extensions, desktop software, pre-built datasets, APIs (specialized and general-purpose), and custom-built scrapers.
How do Google Maps Scrapers Handle CAPTCHAs and IP blocks?
Many scrapers use proxy servers and IP rotation to avoid detection and ensure continuous data extraction. Some also offer CAPTCHA-solving capabilities.
How much do Google Maps Scrapers Cost?
Pricing varies depending on the provider and features. Some offer free trials or plans, while others charge per request, per credit, or monthly subscriptions.
What are the Advantages of using a Specialized Google Maps Scraper API?
Specialized APIs are designed specifically for Google Maps, offering tailored features, higher accuracy, and better handling of Google’s anti-scraping measures.
What Factors should I Consider when Choosing a Google Maps Scraper?
Consider your data needs, technical expertise, budget, desired features (parsing, location options, integration methods), pricing model, and customer support.
Join Thousands of Businesses Using Google Maps Data for Growth
Google Maps has evolved into a powerful platform, offering a wealth of data for businesses, marketers, and researchers. Google Maps scrapers provide the tools to open this data, enabling you to gather valuable information like business listings, customer reviews, and geographical coordinates.
From simple browser extensions like MapsScraper to complete data extraction platforms like Bright Data and Octoparse, there’s a scraper to suit every need and budget.
With automating the data collection process, you can gain insights into local markets, identify potential leads, and make data-driven decisions to optimize your business strategies. Explore the options outlined in this article and choose the best Google Maps scraper to empower your data-driven initiatives.
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