Google Maps Data Scraper​(by List URL)

What is Google Maps Data Scraper?

Using the Google Maps Data Scraper, you can bulk extract structured business information from Google Maps. Simply input List URLs to automatically collect key business information. You can export data in CSV or JSON format to generate leads, monitor competitors, and support smarter business decisions.

• Bulk scrape multiple business listings at once
• Comprehensive multi-dimensional data fields
• Scrape multiple regions or specific countries/cities
• Set the number of reviews to scrape per location
• Choose the execution node (country) for servers

The official Google Places API displays a maximum of 120 business results per search. This scraper bypasses that limit to collect larger datasets and provides data fields not included in the official API.

Common Use Cases for Google Maps Scraper

1. Monitor Competitors: Gain visibility into your competitors’ footprint across regions. Track their location density and analyze the velocity of their reviews.
2. Granular Market Analysis: Identify service gaps, assess local business density, and analyze consumer sentiment through rating distributions.
3. Find Strategic Partners: Streamline sourcing by discovering top-rated or high-volume businesses to identify ideal partners for collaboration or investment.
4. Automate Data Operations: Replace ad-hoc searches with automated, repeatable workflows that ensure your datasets remain accurate, consistent, and always up-to-date.

What Data Can You Extract from Google Maps?

How to scrape Google Maps data?

Google Maps Scraper is built to be straightforward to use, so you can start extracting data quickly even if you have no previous web scraping experience.

1. Sign up, create a CoreClaw account with your email.
2. Open the Google Maps Scraper.
3. Add one or more Google Maps list URL.
4. Select filters such as country, execution nodes, or the number of reviews to scrape.
5. Click the "Start" button and wait for the data extraction to finish.
6. You can download the data in JSON or CSV format.

➡️ Input

Enter the Google Maps business List URL. We recommend using list links that include a clear geographic location, such as a search results page URL containing a city, country, or a more specific area. E.g. https://www.google.com/maps/search/New+York,US,Restaurant/ A more specific location usually helps produce more accurate scraping results while reducing unrelated businesses in the output. This not only improves data relevance, but also helps avoid unnecessary costs caused by an overly broad scraping scope.

⬅️ Output

Once the scraping task is complete, the collected Google Maps data will be organized into a structured dataset within the "Output" tab. Please note that for easy viewing, the results are displayed in a table and tab format. You can choose to download the results in CSV or JSON format.

FAQ

How does the Google Maps Scraper API work?

The tool works by simulating real browser interactions to parse page content and convert unstructured data into structured CSV and JSON formats. You only need to provide a search term or URL, and the tool automatically completes the data collection.

Google Maps Scraper vs. Google Places API: What’s the difference?

The main differences lie in data volume and available fields: Result limits: The official Google Places API is limited to a maximum of 120 results per search. The Google Maps Scraper bypasses this limit, allowing you to extract thousands of results in a single run. Data depth: We provide fields that are not included in the official API, such as "Popular Times."

Is API integration supported?

Yes. We provide a user-friendly dashboard for manual operations and also support use as a standalone API. Developers can integrate the scraping process directly into their own CRM, ERP, or custom automation workflows for hands-off data updates.

Do I need programming skills to use this tool?

No. The Google Maps Scraper is a no-code solution designed for both technical and non-technical users. You can manage the entire process—from setting up tasks to downloading results—through a simple graphical interface.

Is it legal to scrape Google Maps data?

Scraping publicly available business data is generally legal for most commercial purposes. However, users should always comply with local data privacy regulations and avoid violating Google’s terms of service.