Google Maps scrapers are necessary for obtaining useful business information, such as contact information, reviews, addresses, and geographical coordinates. They are utilized by professionals and companies to make data collection automatic, which does not include carrying out manual research. Scrape tools are commonly employed by developers, marketers, data analysts, and businesses for lead generation, competitive research, market research, and local SEO strategies.
These 15 best Google maps scraping tools were picked after comparing multiple significant criteria like user-friendliness, functionality (e.g., proxy, automation, and API support), cost, scalability, and reliability. Whether as a developer requiring API-based solutions, a marketer scraping leads, or a data scientist doing geographic research, these tools provide powerful solutions for Google Maps data scraping.
What are Google Maps Scraping Tools?
Google Maps scrapers are applications or services used to automatically scrape information from Google Maps. The tools harvest business information such as names, addresses, phone numbers, reviews, ratings, and geo coordinates. The tools enable users to efficiently extract structured information without conducting research manually. They all share common functionalities such as proxy rotation, automation, CAPTCHA evading, API access, and data export in a variety of formats such as CSV, JSON, and Excel. These tools are adopted by marketers, researchers, data analysts, and developers for use in lead generation, competitor analysis, local SEO, and business intelligence.
Criteria for Selecting the Ideal Google Maps Scraping Tools
- Ease of Use: It must possess an easy-to-use interface such that anyone can scrape data without needing extensive technical knowledge.
- Functionality & Features: It must support automation, rotation of proxy, solving of CAPTCHA, API integration, and export of structured data.
- Scalability: It must be able to process large extractions of data without hindrance or degradation of performance.
- Data Accuracy & Relevance: Provides that the retrieved data is fresh and properly organized.
- Affordability & Pricing: Should provide scalable pricing models, such as free or pay-as-you-go, according to users’ requirements.
- Speed & Reliability: Need to handle information at fast rates without multiple response delays or downtimes.
- Legality & Compliance: Must be by web scraping policy and Google’s terms of service.
- Export & Integration Capabilities: Must have the ability to export in various formats (CSV, JSON, Excel) and also have integration capabilities with other software or databases.
- Customization & Flexibility: Must have the ability to set custom scraping parameters, filters, and automated workflows.
- Documentation & Customer Support: There have to be tutorials, API manuals, and customer support for bug fixes.
List of 15 Google Maps Scraping Tools
1. ScraperAPI
ScraperAPI is a robust web scraping service that makes it easy to scrape data from Google Maps. ScraperAPI offers default proxy rotation, CAPTCHA solving, and anti-bot detection bypassing, which are all great for scaling up scraping. With JavaScript rendering and support for multiple request types, ScraperAPI guarantees high success rates in retrieving location-based information such as business names, addresses, phone numbers, and ratings. It can be easily integrated with Python, Node.js, and other languages, which makes it a versatile option for developers looking for dependable Google Maps data extraction.
Key Features:
- Rotating proxies to avoid IP bans
- Automatic CAPTCHA solving
- Customizable request headers
- Supports JavaScript rendering
Pros:
- Simplifies complex scraping tasks
- High success rates with minimal configuration
Cons:
- Requires integration into existing scraping scripts
- Pricing can be high for large-scale scraping
Pricing: Monthly plans start at $49/month
Who Should Use It? Developers and businesses needing reliable proxy management and CAPTCHA handling for their scraping projects.
2. Apify Google Maps Scraper
Apify’s Google Maps Scraper is a cloud solution that enables users to scrape business information, reviews, ratings, and more location-related information. It works on Apify’s scalable web scraping platform that supports automation as well as schedule scraping. It provides users with different parameters to set up the location, category, and filter for narrowing down their search. The scraped information can be output in JSON, CSV, or Excel formats. With CAPTCHA processing built-in and anti-bot features, Apify’s scraper is suitable for businesses, researchers, and developers seeking structured Google Maps data.
Key Features:
- No-code scraping solution
- Cloud-based platform
- Data export in multiple formats (JSON, CSV, Excel)
- Scheduling and automation capabilities
Pros:
- User-friendly interface
- Scalable for large data extraction needs
Cons:
- Pricing can escalate with extensive usage
- May require technical knowledge for advanced customization
Pricing: Free tier available; paid plans start at $49/month.
Who Should Use It? Businesses and individuals seeking a straightforward, cloud-based solution for scraping Google Maps data.
3. Bright Data
Bright Data provides a powerful web scraping platform with Google Maps data extraction support. It comes with a big pool of rotating residential, mobile, and datacenter proxies for high success rates in evading anti-scraping measures. The platform also has a user-friendly point-and-click interface coupled with API access for automated operations. Customers can scrape business data, customer reviews, and geolocation-based data in real-time. Through Bright Data’s legal scraping policies and compliance features, companies can scrape data effectively without breaching the law or ethical considerations.
Key Features:
- Access to extensive proxy networks
- Pre-built Google Maps datasets
- Customizable data extraction options
- 24/7 customer support
Pros:
- High-quality, reliable data collection
- Flexible solutions tailored to business needs
Cons:
- Premium pricing structure
- May be complex for users without technical expertise
Pricing: Custom pricing based on data requirements
Who Should Use It? Enterprises requiring large-scale, reliable data extraction with dedicated support.
4. ZenRows
ZenRows is a robust web scraping platform with an emphasis on evading anti-bot protections, rendering it very well suited to web scraping Google Maps data. It offers capabilities such as automatic proxy rotation, CAPTCHA solving, and JavaScript injection, enabling effortless data extraction. Developers are able to integrate ZenRows into their web scraping efforts with its simple API, and it supports Python, Node.js, and several other programming languages. The platform enables users to scrape business listings, ratings, addresses, and contact details without being blocked. ZenRows is ideal for competitive analysis, lead generation, and market research from Google Maps data.
Key Features:
- Automatic proxy rotation
- JavaScript rendering
- Geotargeting capabilities
- Customizable headers and cookies
Pros:
- Simplifies scraping dynamic websites
- Offers high success rates
Cons:
- Pricing may be high for extensive usage
- Requires integration into existing workflows
Pricing: Plans start at $69/month
Who Should Use It? Developers and businesses needing to scrape dynamic content from Google Maps efficiently.
5. Scrapy (with Google Maps API integration)
Scrapy is a well-known open-source Python web scraping framework, and it can be used in combination with the Google Maps API to scrape business information effectively. Developers can use Scrapy to scrape data automatically, extract structured data like business names, addresses, and reviews, and save the output in multiple formats. Scrapy can be used with proxy management tools and headless browsers to avoid limits and increase the scraping functionality. Such a method is perfect for developers who want a code-based and customizable approach to extracting data from Google Maps.
Key Features:
- Highly customizable scraping framework
- Supports asynchronous processing
- Extensive middleware and pipeline options
- Active community support
Pros:
- Free and open-source
- Flexible and extensible for various scraping needs
Cons:
- Requires programming knowledge
- Steeper learning curve for beginners
Pricing: Free.
Who Should Use It? Developers comfortable with Python seeking a customizable scraping solution.
6. Octoparse
Octoparse is a no-code web scraping software that makes it easy to extract Google Maps data. The software has a simple interface through which users can visually pick the data they want, such as business names, addresses, phone numbers, and ratings. Octoparse features scheduling and cloud scraping, making it possible for users to collect data over time automatically. Octoparse also features IP rotation and CAPTCHA-solving capabilities to reduce blocking. The extracted data can be exported in a variety of formats including CSV, Excel, and JSON, thus making it usable by non-developers who require structured Google Maps data.
Key Features:
- Point-and-click interface
- Cloud-based data extraction
- Pre-built templates for common scraping tasks
- Data export in various formats
Pros:
- No coding required
- Suitable for non-technical users
Cons:
- Limited customization for complex tasks
- Performance may vary with large datasets
Pricing: Free tier available; Paid plans start at $99/month.
Who Should Use It? Individuals and small businesses seeking an easy-to-use scraping tool without coding.
7. Web Scraper Chrome Extension
Web Scraper Chrome Extension is an easy-to-use, browser-based Google Maps scraping tool. It allows users to create scraping pipelines by clicking on webpage objects and configuring data patterns for extraction. Although it lacks advanced capabilities like CAPTCHA-breaking and proxy switching, it is suitable for small data extraction tasks. Users are able to extract business names, addresses, phone numbers, and ratings without the need to write code. The extension provides output in CSV and JSON formats, which is best for beginners and small research projects.
Key Features:
- No coding required; easy-to-use UI
- Supports pagination and dynamic content scraping
- Exports data in CSV, JSON, or Google Sheets
- Can be used for Google Maps business data extraction
Pros:
- Free to use with no installation needed
- Simple and beginner-friendly interface
Cons:
- Limited automation for large-scale scraping
- Requires the browser to remain open during scraping
Pricing: Free
Who Should Use It? Beginners who need a simple, no-code scraping solution. Small business owners or freelancers extracting limited business data
8. ParseHub
ParseHub is a graphical web scraping solution that allows one to scrape structured data from Google Maps. The point-and-click interface makes it easy for non-coders to use. ParseHub employs machine learning to parse dynamic websites, paginate, and scrape data relevant to business, reviews, and contact information. ParseHub can perform cloud-based scraping, supporting the scheduling of jobs and scraping of data at set intervals. With its in-built IP rotation and CAPTCHA-solving features, ParseHub is an efficient solution for bulk Google Maps data scraping projects.
Key Features:
- Visual point-and-click interface
- Handles JavaScript and AJAX-heavy sites
- Supports pagination and infinite scrolling
- Data export in JSON, CSV, and Excel formats
Pros:
- User-friendly for non-programmers
- Capable of handling complex website structures
Cons:
- Limited scheduling options in the free plan
- Performance may decrease with very large datasets
Pricing: Free plan available; paid plans start at $149/month.
Who Should Use It? Individuals and small businesses seeking an intuitive tool for extracting data from complex websites without coding.
9. SerpAPI
SerpAPI is a specialized scraping API for structured Google Maps and search engine data. It provides real-time business listings, location information, and review information with minimal configuration. SerpAPI takes care of proxies, CAPTCHA-solving, and request management automatically, thus providing an easy solution for developers. The API provides structured JSON data, which is easy to integrate into applications. SerpAPI is widely used for lead generation, business intelligence, and market research. With quick response time and high accuracy, SerpAPI is a powerful programmatic Google Maps data retrieval tool
Key Features:
- Real-time data retrieval
- Handles location-specific queries
- JSON-formatted responses
- Built-in proxy management
Pros:
- Accurate and up-to-date data
- Simplifies complex scraping tasks
Cons:
- Pricing can be high for extensive usage
- Requires integration into existing systems
Pricing: Plans start at $75/month
Who Should Use It? Developers and businesses needing real-time access to Google Maps data for applications like lead generation and market analysis.
10. Data Miner
Data Miner is an add-on for the browser that lets one scrape data from websites, including Google Maps. It features pre-made and user-customizable scraping recipes, and it is simple to harvest business names, addresses, phone numbers, and so on. Although it does not have sophisticated anti-bot capabilities, it works for modest-sized and human-run data scraping. Exportation of data can be done in CSV, Excel, and Google Sheets formats. Data Miner is best suited for non-technical users who require a straightforward, click-based application for scraping Google Maps listings.
Key Features:
- Pre-built scraping recipes
- Custom recipe creation
- Data export to Google Sheets and Excel
- Supports pagination
Pros:
- Easy to use without coding
- Integrates with popular data tools
Cons:
- Limited automation capabilities
- May struggle with complex or dynamic sites
Pricing: Free basic plan; premium plans start at $19.99/month.
Who Should Use It? Users seeking a quick and simple solution for small-scale data extraction tasks directly within their browser.
Explore more tools articles:
11. PhantomBuster
PhantomBuster is a web scraping and automation software with a Google Maps data extraction feature. It offers pre-built “phantoms” to automate business listing, reviews, and location information data gathering. PhantomBuster offers cloud-based execution support for scheduling web scraping jobs and exporting data in organized formats such as CSV and JSON. With native proxies and CAPTCHA support, it offers dependable scraping output. This software is commonly applied for lead generation, competitive intelligence, and data-driven marketing campaigns using Google Maps business data.
Key Features:
- Pre-configured automation scripts (Phantoms)
- Cloud execution with scheduling
- Data export in various formats
- API integration capabilities
Pros:
- Automates repetitive tasks
- No need for local setup
Cons:
- Learning curve for complex automations
- Costs can add up with multiple Phantoms
Pricing: Free tier available; paid plans start at $56/month.
Who Should Use It? Professionals and businesses looking to automate data extraction and other web-based tasks without managing local infrastructure.
12. Outscraper
Outscraper is a specialist Google Maps scraping tool designed to help customers fetch business information, contacts, reviews, and location-based information. It also offers a cloud API that scales bulk data acquisition with capabilities of IP rotation, CAPTCHA-cracking, and region scraping. Outscraper comes with an easy-to-use web interface as well as API support, suitable for technical or non-technical individuals. Export options are offered for the crawled data in the formats of CSV, JSON, and Excel. Marketers and businesses utilize Outscraper for competitor analysis, market research, and lead generation.
Key Features:
- Extracts comprehensive business information
- Supports large-scale data extraction
- Data export in CSV and JSON formats
- API access for automation
Pros:
- User-friendly interface
- Flexible pricing with pay-as-you-go options
Cons:
- Costs can increase with high data volumes
- Limited customization for specific scraping needs
Pricing: Free tier available for up to 500 records; pay-as-you-go pricing
Who Should Use It? Businesses and marketers needing to extract large volumes of business data from Google Maps for lead generation and analysis.
13. Instant Data Scraper
Instant Data Scraper is a Chrome web scraper extension used for easy and fast web scraping. It incorporates AI-powered pattern recognition to spot and scrape Google Maps structured data without coding experience. It lets users scrape business listings, addresses, phone numbers, and other information using an easy point-and-click interface. Although it doesn’t support higher-level features such as CAPTCHA-solving and proxy rotation, it is an ideal tool for minor-scale and manual scraping. The data pulled out can be exported to Excel and CSV to enable analysis.
Key Features:
- Automatic data detection
- Real-time data preview
- Data export to CSV
- No configuration required
Pros:
- Extremely easy to use
- No setup or configuration needed
Cons:
- Limited to simple data structures
- No support for scheduling or automation
Pricing: Free.
Who Should Use It? Users needing a quick, no-frills solution for extracting simple data tables from web pages without any setup.
14. TexAu
TexAu is a web scraping and automation platform with Google Maps data scraping. It has pre-built workflows to scrape business details, reviews, and location-based data. TexAu’s cloud architecture enables scheduled scraping and easy CRM tool integration. It supports API access, so it is best for developers and marketers who would like to automate lead capture. With features like CAPTCHA bypass and proxy rotation, TexAu offers effortless data extraction from Google Maps to facilitate businesses to make informed decisions using real location data.
Key Features:
- Automates Google Maps data scraping
- Cloud-based and runs even when offline
- Integrates with Zapier and other workflow tools
- Supports bulk data extraction
Pros:
- Saves time with automation and workflow integration
- No need for coding expertise
Cons:
- Pricing can be expensive for small businesses
- Limited free usage before needing a paid plan
Pricing: Plans start at $79/month; Premium plans offer more features and execution time
Who Should Use It? Marketers and sales professionals looking for lead generation. Businesses needing automated data extraction from multiple sources
15. ScrapingBee
ScrapingBee is a web scraping API with headless browser support for Google Maps web scraping. ScrapingBee handles JavaScript rendering, proxy switching, and CAPTCHA solving to achieve high data harvesting success rates. ScrapingBee is a scalable and efficient solution for developers who are looking for business intelligence, competitor analysis, and market research. The API offers structured data in JSON format to integrate easily with analytical tools. With its strong infrastructure, ScrapingBee is a good option for scraping tons of location data from Google Maps.
Key Features:
- API-based solution for seamless integration
- Handles JavaScript-heavy websites
- Bypasses bot detection and CAPTCHAs
- Supports custom headers and proxies
Pros:
- Scalable and efficient for large-scale scraping
- Reliable for bypassing Google’s anti-bot protections
Cons:
- Requires API setup, which may not be beginner-friendly
- Pricing depends on usage, which can be costly for high-volume scraping
Pricing: Starts at $49/month (for 100,000 API calls), Custom enterprise plans available
Who Should Use It? Developers and businesses needing high-volume, automated scraping. Data analysts working on large-scale Google Maps data extraction
Comparison Between Different Google Maps Scraping Tools
Below is a comparison table of 15 Google Maps scraping tools, highlighting their features, pricing, use cases, and official websites:
| Tool | Features | Pricing | Use Cases | Website |
| ScraperAPI | Rotating proxies, JavaScript rendering, CAPTCHA handling, geotargeting. | Monthly plans start at $49/month | Web scraping, data extraction from dynamic websites. | scraperapi.com |
| Apify Google Maps Scraper | Extracts business details, reviews, and contact information; supports large-scale scraping; provides data in JSON, CSV, Excel formats. | Free tier available; Paid plans start at $49/month. | Lead generation, market research, competitor analysis. | apify.com |
| Bright Data | Large proxy network, web unlocking capabilities, customizable scraping solutions, real-time data retrieval. | Pay-as-you-go and subscription plans; Pricing varies based on data consumption and features. | Market research, brand protection, ad verification, SEO monitoring. | brightdata.com |
| ZenRows | Automatic proxy rotation, JavaScript rendering, CAPTCHA solving, geotargeting, real-time data extraction. | Plans start at $69/month | Data extraction from complex websites, e-commerce scraping, price monitoring. | zenrows.com |
| Scrapy (with Google Maps API integration) | Open-source web crawling framework; customizable spiders; supports integration with APIs like Google Maps; extensive middleware and pipeline support. | Free and open-source; Costs associated with infrastructure and proxies. | Custom web scraping projects, data mining, research purposes. | scrapy.org |
| Octoparse | No-code interface, scheduled scraping, cloud-based data extraction, supports AJAX and JavaScript-loaded content. | Free tier available; Paid plans start at $99/month. | Non-technical users needing data extraction, monitoring e-commerce sites, research. | octoparse.com |
| Web Scraper Chrome Extension | Browser-based scraping, sitemaps for structured data extraction, exports data to CSV, Excel, or JSON. | Free with basic features; Premium plans start at $50/month. | Simple scraping tasks, hobby projects, small-scale data extraction. | webscraper.io |
| ParseHub | Visual data extraction, handles dynamic content, supports complex navigation, cloud-based processing. | Free tier available; Paid plans start at $189/month. | Extracting data from complex websites, monitoring competitors, research. | parsehub.com |
| SerpAPI | Real-time search engine results extraction, supports Google Maps data, location-specific results, structured JSON responses. | Plans start at $75/month | SEO monitoring, market analysis, lead generation. | serpapi.com |
| Data Miner | Browser extension, point-and-click interface, supports pagination, exports to Google Sheets, Excel, or CSV. | Free tier available; Paid plans start at $19.99/month. | Quick data extraction tasks, research, small business lead generation. | data-miner.io |
| PhantomBuster | Cloud-based data extraction, automates web interactions, integrates with various APIs, scheduling and chaining of tasks. | Plans start at $56/month | Social media scraping, lead generation, automating web tasks. | phantombuster.com |
| Outscraper | Dedicated Google Maps scraping, extracts business details, reviews, and contacts; provides data in CSV, Excel, or JSON; cloud-based infrastructure. | Free tier for up to 500 records; Pay-as-you-go pricing for larger volumes. | Lead generation, market analysis, data enrichment. | outscraper.com |
| Instant Data Scraper | Browser extension, auto-detects data patterns, exports data to CSV, no coding required. | Completely free to use. | Quick and simple data extraction tasks, non-technical users. | instantdata.atdata.com |
| TexAu | Automation platform, scrapes data from various sources including Google Maps, integrates with multiple apps, supports workflow automation. | Plans start at $79/month; Premium plans offer more features and execution time. | Lead generation, marketing automation, data enrichment. | texau.com |
| ScrapingBee | Handles headless browsers, bypasses bot detection, supports JavaScript rendering, provides geotargeting. | Plans start at $49/month | Web scraping, data extraction from dynamic websites, SEO monitoring. | scrapingbee.com |
Conclusion
Google Maps scraping tool is a boom for extracting business information, lead generation, and market research. The optimal solution depends on your requirements. SerpAPI and ScraperAPI are the best choice for developers requiring API solutions, while Apify Google Maps Scraper and Outscraper are best for heavy-duty cloud-based automation of extractions. Octoparse, ParseHub, and Instant Data Scraper are excellent choices for non-developers, while Bright Data and ZenRows are best at dealing with difficult scraping scenarios using proxy rotation.
For business people and marketers engaged in lead generation and local SEO, PhantomBuster, TexAu, and Data Miner offer automation that is convenient to use. When selecting an instrument, be mindful of scalability, pricing, and compliance with the scraping policies to make ethical and effective data scraping.
FAQs
1. Is Google Maps scraping legal?
Scraping Google Maps can break Google’s Terms of Service. It is better to utilize the Google Places API or comply with legal and ethical standards.
2. What are Google maps scraping tools?
Some of the top tools are SerpAPI, ScraperAPI, Apify Google Maps Scraper, Octoparse, and Outscraper, depending on what you need.
3. Who uses Google Maps scraping tools?
These tools are used by marketers, developers, researchers, and companies for lead generation, market research, and competitive analysis.
4. Do I need coding skills to use Google Maps scraping tools?
No, tools such as Octoparse, ParseHub, and Instant Data Scraper do not require coding knowledge for no-code solutions, whereas API-based tools are based on coding.
5. Is scraped data exportable?
Yes, most tools support exporting data in CSV, JSON, Excel, or API-based formats to be utilized further for analysis and integration.
