Google Play Scraper

What is Google Play Scraper?

Google Play Scraper is an automated data extraction tool specifically designed to batch collect app name, developer, rating, download count, review content and other data from public Google Play Store via app URLs. Using CoreClaw, you can obtain structured data without code, helping market research, competitor analysis and product optimization.

• ✅ Core App Information - Automatically scrape basic information such as app name, developer, icon, category tags
• ✅ Rating and Download Count - Extract key data such as user rating, review count, installation count range
• ✅ Review Details Acquisition - Obtain complete review content, five-star review list, star rating distribution and other feedback data
• ✅ Technical Specification Extraction - Extract operating system requirements, storage space, monetization features, data security statements and other information

What Data Can You Extract from Google Play App Store?

How to Scrape Google Play App Information via URL?

CoreClaw Google Play Scraper handles proxy rotation, task scheduling, data standardization and final delivery in the background for you. In just a few minutes, you can get data through the following steps:

1. Create a free CoreClaw account using your email
2. Open the Google Play Scraper dashboard
3. Input Google Play app detail page URL
4. Select target country/region (optional)
5. Click "Start" and let our cloud servers complete the scraping work
6. Download the dataset in JSON or CSV format

➡️ Input

Input the Google Play app detail page links you want to scrape. You can add single app links or batch add multiple links.

Example: https://play.google.com/store/apps/details?id=com.linkedin.android

Country/Region: Optional, select the target market's corresponding country/region.

⬅️ Output

For easy viewing, output results are displayed in table and tab formats. You can choose to download results in CSV/JSON format. Below is an example of app information data scraped using URLs:

Table Example

FAQ

What field information can this tool crawl?

This tool can comprehensively crawl publicly available information for apps in the Google Play Store, including basic app details such as app name, developer, icon, category tags, content rating, download count, etc.

Does using this tool require programming knowledge?

We are committed to providing a user-friendly interface so that non-technical users can also easily achieve data crawling. At the same time, we are also considering providing API interfaces for developers to facilitate integration into their own data analysis workflows.

Does crawling data violate Google's related policies? How does this tool handle anti-scraping mechanisms?

This tool is built with intelligent request management functionality, controlling request frequency and simulating real user behavior to crawl data as compliantly as possible, reducing the risk of IP being blocked. However, users are still responsible for compliant use.

What formats can crawled data be exported to?

This tool will support multiple mainstream data formats, such as CSV and JSON.

What core problems can this tool help me solve?

• Market Research: Discover market trends and popular categories through tags and app categories
• In-depth Competitor Analysis: Compare competitors' version iteration content, data security statements, user rating composition and hardware adaptation situations
• Product Optimization: Quantify user feedback on specific features (such as monetization features) from massive reviews, providing guidance for product decisions
• Investment Decisions: Comprehensively evaluate the overall performance and development potential of an app or developer