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Google Play Scraper | Scrape Google Play Store Data Effortlessly

RealdataAPI / google-play-scraper

If you need a reliable way to scrape Google Play Store data, our Google Play Scraper is the ultimate solution. Extract vital app details, including titles, prices, ratings, download counts, developer info, release dates, and version numbers—all without manual effort. With the Google Play Store Scraper API, businesses can automate data collection and export results in JSON, CSV, Excel, XML, and HTML formats. Our Google Play Scraper operates in real-time, allowing you to gather accurate insights across multiple countries, including Australia, Canada, Germany, France, Singapore, the USA, UK, UAE, and India. Whether you're analyzing trends, comparing apps, or monitoring competitors, this tool simplifies large-scale data extraction for informed decision-making.

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What is Google Play Scraper, and How Does It Work?

The Google Play Scraper is designed to extract and organize app data efficiently, making it a powerful alternative to the limited Google Play API. With this tool, businesses and developers can access structured Google Play Store data scraping without complex coding.

Key Features of Google Play Data Scraper:

  • Instant Review Collection – Scrape Google Play Store reviews in real-time to analyze customer feedback.
  • Multi-Region & Multi-Language Support – Extract app data from any country or language.
  • Advanced Search Capabilities – Scrape Google Play Store for specific apps, categories, or keywords.
  • Developer Insights – Retrieve details on all apps from a particular developer.
  • Frequent Updates & Fixes – Our scraper is continuously optimized to ensure reliable performance.

Updates, Bugs, Changelog, and Fixes

You can mail us anytime if you face any issues using this API or have any feature suggestions or requests.

Google Play Scraper Input Parameters

You should insert the input in JSON format to this scraper with the Google Play pages list you want to visit. Check the below-required data fields.

Field Type Description

startUrls

Array

startUrls Array It is the optional input field to place the Google Play URL list. You must only give developer page, search, or application page links.

includeReviews

Boolean

This input field will add each review that the source platform gives in application objects. Note that the API's resources and time will proportionally increase by the review count.

endReviewsPage

Integer

endReviewsPage Integer It is the optional field to feed the final review count page you wish to scrape.

proxy

Object

Proxy configuration

Using this API would help if you used proxy servers to scrape data. You can use your proxy or try the Real Data API proxy.

Advice

If you wish to extract many application reviews, use endReviewsPage. Though this API can scrape all the reviews, the total resource consumption will increase significantly.

Calculate Unit Consumption

The API is optimized to extract more and more details quickly. Hence it forefronts each detail request. If Google Play doesn't block this API, it will scrape a hundred apps within a minute with 0.001 to 0.003 compute units.

Input Example of Google Play Scraper 

{
  "startUrls":[
    "https://play.google.com/store/search?q=hello&c=apps&hl=tr&gl=US",
    "https://play.google.com/store/apps/developer?id=Mattel163+Limited",
    "https://play.google.com/store/apps/details?id=com.tinybuildgames.helloneighbor&hl=tr&gl=US"
  ],
  "includeReviews":true,
  "endReviewsPage":1,
  "proxy":{
    "useRealdataAPIProxy":true
  }
}

While Executing

The API will give you output messages about what's happening. Every message includes a short specifications label to inform which page the API is scraping. After loading items from the page, you must read a message about this activity with the total item count and loaded item count for every page.

If you give the wrong input to the API, it will fail to execute and give you the failure reason in the output.

Google Play Export

While executing, the API saves the output into a dataset. There are separate columns and rows for each item in the dataset.

You can export outputs in any coding language like NPM, PHP, Python, etc.

Google Play Scraped Properties

The format of all the Google Play applications is below.

Application Detail

https://api.RealdataAPI.com/v2/datasets/fQ8QnvDv3BkHQfHlk/items?clean=true&format=json

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Scrape PlayStation Store Scraper data efficiently.

You should have a Real Data API account to execute the program examples. Replace < YOUR_API_TOKEN > in the program using the token of your actor. Read about the live APIs with Real Data API docs for more explanation. 

import { RealdataAPIClient } from 'RealdataAPI-Client';

// Initialize the RealdataAPIClient with API token
const client = new RealdataAPIClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare actor input
const input = {
    "startUrls": [
        "https://play.google.com/store/search?q=hello&c=apps&hl=tr&gl=US",
        "https://play.google.com/store/apps/developer?id=Mattel163+Limited",
        "https://play.google.com/store/apps/details?id=com.tinybuildgames.helloneighbor&hl=tr&gl=US"
    ],
    "endReviewsPage": 2,
    "proxy": {
        "useRealdataAPIProxy": true
    }
};

(async () => {
    // Run the actor and wait for it to finish
    const run = await client.actor("epctex/google-play-scraper").call(input);

    // Fetch and print actor results from the run's dataset (if any)
    console.log('Results from dataset');
    const { items } = await client.dataset(run.defaultDatasetId).listItems();
    items.forEach((item) => {
        console.dir(item);
    });
})();

from RealdataAPI_client import RealdataAPIClient

# Initialize the RealdataAPIClient with your API token
client = RealdataAPIClient("<YOUR_API_TOKEN>")

# Prepare the actor input
run_input = {
    "startUrls": [
        "https://play.google.com/store/search?q=hello&c=apps&hl=tr&gl=US",
        "https://play.google.com/store/apps/developer?id=Mattel163+Limited",
        "https://play.google.com/store/apps/details?id=com.tinybuildgames.helloneighbor&hl=tr&gl=US",
    ],
    "endReviewsPage": 2,
    "proxy": { "useRealdataAPIProxy": True },
}

# Run the actor and wait for it to finish
run = client.actor("epctex/google-play-scraper").call(run_input=run_input)

# Fetch and print actor results from the run's dataset (if there are any)
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# Set API token
API_TOKEN=<YOUR_API_TOKEN>

# Prepare actor input
cat > input.json <<'EOF'
{
  "startUrls": [
    "https://play.google.com/store/search?q=hello&c=apps&hl=tr&gl=US",
    "https://play.google.com/store/apps/developer?id=Mattel163+Limited",
    "https://play.google.com/store/apps/details?id=com.tinybuildgames.helloneighbor&hl=tr&gl=US"
  ],
  "endReviewsPage": 2,
  "proxy": {
    "useRealdataAPIProxy": true
  }
}
EOF

# Run the actor
curl "https://api.RealdataAPI.com/v2/acts/epctex~google-play-scraper/runs?token=$API_TOKEN" /
  -X POST /
  -d @input.json /
  -H 'Content-Type: application/json'

Start URLs

startUrls Optional Array

Links to begin with You should feed the list or a detailed link.

Include Reviews

includeReviews Optional Boolean

It contains app reviews which will accelerate resource utilization with application count proportion.

Reviews End Page

endReviewsPage Optional Integer

This is the page you wish to end reviews with. There is no ending page by default. You can apply for reviews only and restrict their pagination.

Proxy Configuration

proxy Optional Object

Choose proxy servers so your crawler can use them.

{
  "startUrls": [
    "https://play.google.com/store/search?q=hello&c=apps&hl=tr&gl=US",
    "https://play.google.com/store/apps/developer?id=Mattel163+Limited",
    "https://play.google.com/store/apps/details?id=com.tinybuildgames.helloneighbor&hl=tr&gl=US"
  ],
  "includeReviews": false,
  "endReviewsPage": 2,
  "proxy": {
    "useRealdataAPIProxy": true
  }
}

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Disclaimer : RealData API functions solely as an independent data infrastructure and technology solutions provider. We build customized automation workflows designed to collect publicly accessible web data based exclusively on client instructions. RealData API neither owns proprietary datasets nor engages in the sale or redistribution of extracted information. Our operations are limited strictly to lawful public web data processing and never involve unauthorized access to restricted systems or private networks. Any company names, trademarks, logos, or brand references displayed on this website are used purely for demonstrative and illustrative purposes to showcase our technical capabilities and do not imply endorsement, partnership, or affiliation. Use of our platform and services remains subject to our Terms of Service.

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