Aggregate Google Play Store Reviews (No Sign in)

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Are you spending hours manually collecting Google Play app data—ratings, reviews, downloads, categories, pricing, and more? With millions of apps, games, and user feedback to browse through, finding the right data or conducting research has become incredibly time-consuming for developers, marketers, analysts, and app researchers.

BrowserAct automates the entire process. Extract structured data from Google Play in minutes, not hours—no coding required.

What Does BrowserAct Google Play Scraper Do?

Automatically extract comprehensive Google Play resource data with our powerful Google Play scraper tool. Capture app titles, ratings, review counts, download stats, content ratings, in-app purchase details, categories, and developer info from any Google Play page. Enjoy flexible filtering and output options for comprehensive market analysis—no coding required.

Our Google Play scraper is built for seamless integration with automation platforms like Make.com, making it ideal for ongoing monitoring and competitive intelligence tasks.

What Data Can I Extract from Google Play?

With BrowserAct's Google Play Scraper, you can pull a wide range of publicly available data for analysis. Here's a breakdown:

Google Play App Listings & Features

App titles
Ratings and scores
Review counts
Download estimates
Content ratings
In-app purchase indicators
Categories and genres
Developer names and links

Key Features of Google Play Scraper

Customizable Parameters: Adjust extraction scope to match your research needs
Flexible Selection: Set max items for bulk extraction across multiple pages
Comprehensive Data Capture: Extracts complete app profiles with all metadata
Structured Output: Preserves data relationships for easy analysis
Multi-Page Support: Compatible with app listings, category pages, and search results
Automation-Ready: Seamlessly integrates with Make.com and other platforms

How to Scrape Google Play

Quick Start Guide: How to Use Google Play Scraper in One Click

If you want to quickly start experiencing scraping Google Play, simply use our pre-built "Google Play Scraper" template for instant setup and start scraping Google Play effortlessly.

Register Account: Create a free BrowserAct account using your email
Configure Parameters: Fill in necessary inputs like Target_url (e.g., "https://play.google.com/store/apps/details?id=com.kurogame.wutheringwaves.global") – or use defaults to learn how to scrape Google Play quickly
Start Execution: Click "Start" to run the workflow
Download Data: Once complete, download the results file from Google Play scraping

How to Build a Google Play Scraper Workflow: Step by Step

Google Play Scraper workflow building with BrowserAct requires no coding skills—it's automation-ready and easy to set up. Follow these step-by-step instructions to get started.

Determine Your Scope

Decide the number of results to extract (e.g., 50 results with complete details). Adjust parameters based on your research needs.

Start Node Parameter Settings

Target_url: Enter your Google Play link (e.g., https://play.google.com/store/apps/details?id=com.kurogame.wutheringwaves.global)

Note: Customize based on needs—works with app listings, category pages, or search results.

Visit Page

In the prompt box, enter Visit / Apple_AppStore_AllReview_URL – this will navigate to the target URL.

Add Extract Data

In the prompt box, enter:

for each review extract Rating add to "Rate", 
- Extract name add to "Name" 
- extract review add to "Review" 
- Extract Review Date add to "Date"

Note: You can specify the exact location of the data to be collected on the page to increase the accuracy of data extraction.

Output Data

Export in JSON, CSV, XML, or Excel formats.

Key Benefits of Google Play Scraper

Google Play Scraper offers a range of advantages that make data extraction simple, efficient, and powerful. Here's why it's a top choice for Google Play web scraping:

✅ No Coding Required: Set up and run extractions effortlessly without any programming skills—perfect for beginners and pros alike

✅ Customizable and Flexible: Adjust parameters like item limits, data fields, and target URLs to tailor results to your exact needs

✅ Structured Data Output: Maintains organized data in structured formats (e.g., JSON, CSV, Excel) for easy analysis and integration

✅ Automation Integration: Seamlessly works with Make, n8n, and other platforms for scheduled, hands-off web scraping

✅ Cost-Effective: Start with free trials for small-scale tasks, scaling affordably for larger datasets while respecting Google's policies

✅ Accurate and Reliable: Handles automatic page loading, uses 'N/A' for missing data, and includes rate limit handling to ensure consistent results

These benefits make Google Play Scraper an efficient tool for turning raw Google Play data into actionable insights.

Who Can Use Google Play Scraper?

Google Play Scraper is designed for anyone needing quick, reliable access to Google Play data. It's ideal for a variety of users, including:

Developers & Game Studios: Monitor app performance and user feedback
Marketers & ASO Specialists: Analyze market opportunities and identify gaps in the app ecosystem
Product Managers: Conduct competitive analysis and track ranking strategies
Digital Agencies: Manage client recommendations with comprehensive app data
Market Researchers & Analysts: Extract data for trend analysis and market intelligence
QA Teams: Gather insights on ratings, downloads, and user satisfaction
Small Studios & Startups: Conduct affordable competitive research without needing advanced technical skills
Academics & Students: Research mobile app trends and Android ecosystems

No matter your background, if you're looking to scrape Google Play without hassle, this tool is accessible and effective for both individuals and teams.

Use Cases for Google Play Scraper

Google Play Scraper is versatile for various real-world applications. Here are some key ways to use it for extracting and analyzing Google Play data:

📊 Market Research: Collect data on app ratings, downloads, and trends for informed decision-making

🔍 Competitive Intelligence: Scrape competitor app details to identify strengths, weaknesses, and market opportunities

💰 Pricing Analysis: Track in-app purchase models and compare across similar apps

⭐ Quality Assessment: Analyze user ratings and review volumes to identify top-rated solutions

🔄 Update Monitoring: Track performance changes after app updates

🛠️ Tool Selection: Build comprehensive comparison databases to select the best apps for your projects

📈 Trend Tracking: Monitor emerging categories and popular genres in the Google Play ecosystem

🎯 Developer Research: Identify reliable developers and assess their app portfolios

Whether for one-off projects or ongoing monitoring, Google Play Scraper helps transform Google Play data into valuable insights.

Make.com Integration

BrowserAct's Google Play Scraper is now available as a native app on Make.com—add it to your scenarios without API hassle.

✅ Automation-Ready: Integrate with Make, n8n, or others for scheduled monitoring

✅ Rate Limit Handling: Built-in delays to comply with Google policies

✅ Multi-Category Tracking: Run instances for different app categories or search queries

💡 Use Case Tip: Ideal for competitive analysis, performance tracking, and market research with complete app metadata

🚀 Quick Start with Make.com: Search for "BrowserAct" in Make.com's app directory and add it directly—no complex setup

Ready to Transform Your Google Play Data Collection?

Stop wasting hours on manual data collection. Start scraping Google Play app ratings, downloads, and metadata in minutes with BrowserAct's AI-powered automation.

Try BrowserAct Free → https://www.browseract.com/

No credit card required. Get started in under 5 minutes.