Best 6 Google Maps Scrapers of 2024

Search Engine Result Page (SERP) Scraper APIs focus on web page rankings and keyword-specific information from across the internet, while Google Maps scrapers specialize in extracting business and geographic data directly from Google Maps. Using SERPs to access and scrape location-based business data from Google Maps may not be the most efficient approach.

For large-scale data extraction from Google Maps, we suggest partnering with web scraping companies such as Bright Data, Nimble, Oxylabs, and Smartproxy, which provide both proxy services and unblocker solutions.

Top Google Maps Scraper providers in 2024

1. Bright Data

Bright Data offers a Google Maps Scraper API tailored for business purposes, featuring a proxy pool. This scraper API allows searches to be targeted at both the country and city levels.

• Locations: Country and city-level targeting

• Data format: JSON, NDJSON, JSON Lines and CSV

• Price: Scraper APIs start at $500 ($0.85/1K records). Pay as you go $1/1K records.

• Free trial: 7 days for companies (20 free API calls)

2. Nimble

Nimble is a web data collection platform that provides specialized scraper APIs for SERP and e-Commerce, along with a general API for extracting data from websites. Their API solutions include built-in rotating residential proxies and unlocker proxy services. In our benchmark, Nimble emerged as the fastest provider, with a response time of 6 seconds.

Nimble SERP API allows users to scrape data from search engines like Google, Bing, and Yandex. It supports querying and provides the scraped data in real-time.

3. Oxylabs

Oxylabs provides a dedicated Google Maps data scraper API, alongside a range of other tools including a general-purpose Web Scraper API, SERP Scraper API, and e-Commerce Scraper API.

These scraper APIs are enhanced by OxyCopilot, a custom parser builder that works with the Web Scraper API, allowing users to customize and organize their collected data using prompts. This feature enables the extraction of structured data from Google Maps based on custom parsing instructions.

The image below demonstrates how OxyCopilot works:

Showcasing data extracted from Google Maps search results using Oxylabs’ custom parser, which followed specific instructions.

4. Apify

Apify provides tools like the Google Maps Scraper, Google Maps Data Extractor, and Google Maps Business Scraper. These tools allow users to scrape Google Maps data by search query or URL.

Price for the Google Maps Scraper varies based on the complexity of your search. The Google Maps Data Extractor costs $12 for every 1,000 places, while the Google Business Scraper is priced at $4 for 1,000 places.

• Locations: Country, city, and zip code level targeting

• Data format: HTML, Excel, JSON

• Price: $49/mo for starter package

• Free trial:  2,000 basic google maps results for free (contact details, ranking, number of reviews and URLs).

5. ScraperAPI

ScraperAPI provides a general-purpose web scraping tool with integrated proxy servers that can be used to extract data from Google search results. However, it does not offer API endpoints for search engines other than Google.

Features like JavaScript rendering and premium proxies consume extra credits. Country-level targeting is available but limited to the US and EU regions.

• Locations: Country

• Data format: JSON and CSV

• Price: $49/100,000 API credits

• Free trial: 7 days with 5,000 requests

6. Smartproxy

Smartproxy is a proxy service provider offering APIs for SERP, eCommerce, web, and social media data. Their Google Maps Scraper is a user-friendly tool designed for scraping Google Maps, although it does not support scraping by Google Maps URL.

Users can choose specific countries, cities, browser types, and devices. The tool also provides pre-built scraping templates and parsing features for easier data extraction.

• Locations: Country and city

• Data format: HTML or JSON

• Price: $30 for 15,000 results

• Free trial: 7 days with 1,000 requests 

What is Google Maps scraping?

Google Maps scraping is the process of collecting location-based data from Google Maps, such as geographic coordinates, business details, images, and customer reviews.

Is Google Maps scraping legal?

Scraping publicly available data, including from Google Maps, is legal in some cases. However, the legality of Google Maps data extraction depends on factors like the platform’s terms of service, intellectual property laws, and privacy regulations.

The type of data that can be extracted from Google Maps depends on the scraping tools employed and the platform’s restrictions. Commonly extractable Google maps data includes:

• Location details: Business names and Google Maps locations, as well as their operating hours.

• Business information: Contact details like phone numbers and websites, along with user ratings and reviews.

• Map data: Route details, and geographic information such as city, region, and country.

• Visual content: Map tiles or satellite imagery.