Android App Data Scraping for Clean Google Play & In-App Data
Collect Google Play rankings, ratings and reviews, plus the prices, products and fees customers see inside Android apps. Our Android app data scraping delivers clean, structured data your product, pricing and growth teams can use, by app, country and version.
Get a Free Android App Data Sample
Google Play and In-App Data That Shows How Android Apps Really Perform
Android runs on most of the world’s smartphones, and Google Play shows different rankings, ratings and prices in every country. Inside the apps, prices, deals and stock often differ from the website and from iOS. Tracking all of this by hand is slow and patchy. Xwiz collects Google Play listings, reviews and version history plus in-app prices, products and fees from Android apps, then matches every record by app, country and version. As part of our wider mobile app scraping services, we deliver clean data that helps you benchmark competitors, catch app-only deals and act on user feedback.
Android App Data Fields We Extract
Our Google Play data scraping and in-app extraction cover 50 fields across listings, rankings, reviews, versions, in-app prices and locations. Every record is tagged by app, country and version, so you compare the same app across markets and over time.
{
"app": "ShopKart: Deals & Delivery",
"developer": "ShopKart Inc.",
"store": "Google Play",
"country": "US",
"category": "Shopping",
"category_rank": 3,
"chart": "top_free",
"rating": 4.6,
"rating_count": 128000,
"downloads": "10M+",
"version": "8.4.1",
"updated": "2026-10-30",
"contains_ads": false,
"in_app_purchases": false,
"scraped_at": "2026-11-02"
}
App Listing & Metadata
What the store page shows- App name
- Developer
- Category
- Description
- Screenshots
- Content rating
- Downloads range
- Price / free
- In-app purchases
- Contains ads
Rankings & Visibility
Where the app stands- Category rank
- Top free / paid / grossing
- Country
- Search rank by keyword
- Rank history
- Similar apps
- Editors' picks
Ratings & Reviews
What users say- Star rating
- Rating count
- Review text
- Review date
- Helpful votes
- Developer reply
- Reply date
- Version reviewed
- Review language
Versions & Updates
How the app changes- Version number
- Update date
- What's new notes
- Min Android version
- App size
- Permissions
- Release frequency
In-App Prices & Products
What users pay inside- Product name
- App price
- List price
- Discount %
- App-only deals
- Coupons
- Stock status
- Delivery fee
- Seller
Country & Location
Where data differs- Country store
- Currency
- Language
- City
- ZIP / pincode
- Store / dark store
- Prices by area
- Date captured
Need a field that isn't listed? We'll scope it for your apps and countries.
Get a Free Android App Data SampleOur Android App Data Scraping Services
From Google Play rankings to in-app prices, our Android app scraping services collect the public data that shows how Android apps perform and what users pay, and turn it into structured data your team can act on. Each service can run on its own or as part of one combined feed. We build each Android app scraper, check every record and fix it when an app updates.
Google Play Store Data Scraping
Your Google Play listing and your competitors’ listings change every week. We collect app names, developers, categories, descriptions, downloads ranges, ratings, rating counts, prices and in-app purchase flags from Google Play, then track category rankings over time, so product and marketing teams can see how every app in their market is positioned.
Google Play Review Scraping
Reviews tell you what users love and what makes them uninstall. Our Google Play review scraping collects review text, star ratings, dates, helpful votes, developer replies and the app version reviewed, then groups comments by topic, so you can see what drives ratings up or down after each update for your app and competitors.
Android In-App Data Scraping
Many Android apps show prices, deals and stock that never appear on the website. Our Android app scraper collects in-app prices, products, coupons, stock, delivery fees and seller details from shopping, delivery and quick commerce apps, by city or pincode, so pricing teams see exactly what Android users pay compared with the website.
Competitor Android App Monitoring
Competitors change their apps more often than their websites. We track version numbers, update dates, what’s new notes, permissions, app size and release frequency for the Android apps you follow, alongside ratings and rankings, so product teams know when a rival ships a feature and how users react to it in their reviews.
Regional Google Play Data
Google Play shows different rankings, ratings, prices and reviews in every country. We collect the same apps from each country store you choose, in the local language and currency, and tag every record by market, so you can compare how apps perform country by country and plan launches, pricing and localisation with confidence.
Android vs iOS App Data
The same app can have different ratings, rankings, update schedules and prices on Android and iOS. We collect both and line them up side by side, so you see where your Android app leads or lags. For iOS-only projects, see our iOS app scraping services, or our mobile app scraping services for all platforms.
See How Your Android App Stacks Up on Google Play
Send us your app, your competitors and the countries you care about. We’ll send a free sample dataset with rankings, ratings, reviews and versions, so you can check accuracy and coverage before you commit.
| DealHive | #1 · 4.5 ★ |
| ZipMart | #2 · 4.6 ★ |
| ShopKartYour app | #3 · 4.6 ★ |
| StyleBox | #4 · 4.3 ★ |
Android Apps We Scrape
We collect Google Play listings, reviews and in-app data from Android apps across shopping, delivery, quick commerce, ride-hailing, fashion, telecom and streaming, in every country store you need. We build a scraper for each app you pick, so rankings, reviews and prices arrive in one clean format. Curious how it works? Read our guide to mobile app data scraping methods.
Shopping & Marketplaces
8- Amazon Shopping
- Flipkart
- Meesho
- Shopee
- Lazada
- Mercado Libre
- Temu
- Shein
Food & Grocery Delivery
8- Swiggy
- Zomato
- Uber Eats
- DoorDash
- Talabat
- GrabFood
- foodpanda
- Instacart
Quick Commerce
7- Blinkit
- Zepto
- Swiggy Instamart
- BigBasket
- Getir
- Gopuff
- Flink
Ride-Hailing & Travel
7- Uber
- Ola
- Grab
- Gojek
- Careem
- Bolt
- MakeMyTrip
Fashion & Beauty
6- Myntra
- Ajio
- Nykaa
- Zalando
- ASOS
- H&M
Telecom & Recharge
5- MyJio
- Airtel Thanks
- Vi
- T-Life
- My Verizon
Streaming & Entertainment
5- Netflix
- Spotify
- Disney+
- YouTube Music
- JioHotstar
Android App Stores
4- Google Play
- Samsung Galaxy Store
- Huawei AppGallery
- Amazon Appstore
Don't see your app? Send us the Google Play link and we'll check it for free
We collect publicly available data only. Brand names belong to their owners and are listed to show apps we can scrape, not partnerships.
Built for Android Product, Marketing & Pricing Teams
Whether you build Android apps, sell through them or study the market, our Android app data scraping is shaped around the decisions your team makes every week, from rankings and reviews to in-app prices.
Android Product Teams
See how your app's ratings, reviews and rankings move after every release, compare them with competitors, and find the bugs and feature requests users mention most on Google Play.
App Marketing & ASO Teams
Track category and keyword rankings by country, benchmark listing text, screenshots and ratings against competitors, and measure how store changes affect your position over time.
Brands & Retailers
See how your products are priced and stocked inside Android shopping and quick commerce apps, catch app-only deals from competitors, and compare app prices with the website by city.
Mobile Agencies & App Studios
Give clients clear competitor reports on ratings, reviews, update frequency and rankings across markets, without building and maintaining Google Play scrapers for every new project.
Investors & Market Researchers
Follow downloads ranges, ratings, review volume and rankings across categories and countries as early signals of growth, using consistent Google Play data instead of surveys or estimates.
Customer Experience Teams
Monitor every new Google Play review, spot complaints about payments, delivery or login early, and check how quickly your team replies compared with competitors.
Android App Data Delivered the Way Your Team Works
No new tools to learn and no messy files to clean. Your Google Play rankings, reviews and in-app data arrive ready to use, in the format, channel and schedule that fit how your product, marketing or pricing team already works.
Your Preferred Format
One row per app, ranking, review, version or in-app product, with the same columns every time, so files open straight in your spreadsheet, BI tool or database.
- CSV
- Excel
- JSON
- XML
Delivered Where You Work
Data lands directly in your systems, dashboards or data warehouse, so your team never has to download, upload or reformat anything.
- REST API
- Amazon S3
- Google Sheets
- SFTP
On Your Schedule
Track rankings and new reviews daily, check in-app prices several times a day in busy cities, or order a one-time dataset for an app audit.
- Intraday
- Daily
- Weekly
- Monthly
- One-time
Matched & Checked Data
We tag every record by app, country and version, link reviews to the release they mention, remove duplicates and check every file before delivery.
- Country tagging
- Version linking
- Deduplication
- QA checks
How Our Android App Data Scraping Works
From your first message to scheduled data delivery, we handle every step of the scraping, matching and quality checks. You get clean Android app data without building or maintaining a single scraper.
Share Your Apps & Countries
Tell us the Android apps, competitors, countries and data you want covered, and how often to update. A list of Google Play links is enough to start.
01
Get a Free Sample
We scrape a sample from your chosen apps and country stores so you can check the fields, accuracy and format against your own data before you commit.
02
Custom Scraper Setup
Our engineers build an Android app scraper for each app, set up to handle country stores, languages, app versions and frequent updates, so your data keeps flowing.
03
Review & Version Quality Checks
We tag each record by app, country and version, link reviews to the release they mention, remove duplicates, and check every file before it reaches you.
04
Scheduled Data Delivery
Get data intraday, daily, weekly or monthly by API, Amazon S3, Google Sheets, SFTP or email. When an app updates, we fix the scraper so your feed keeps running.
05
Why Choose Xwiz for Android App Data Scraping
Android data is spread across country stores, app versions and in-app screens, and apps change all the time. Here's why product, marketing and pricing teams trust Xwiz to collect it cleanly.
Get in TouchEvery Country Store Covered
Google Play shows different rankings, ratings and prices in each country. We collect every store you choose, in its own language and currency.
Reviews Linked to Versions
We tag every review with the app version and date, so you can see exactly how users reacted to each release, yours and your competitors'.
Built for Frequent App Updates
Android apps change often. We monitor every app you track and fix the scraper fast after each update, so your data keeps arriving without gaps.
Store Data and In-App Data Together
Google Play listings, reviews and rankings come in one feed with in-app prices and stock, so you see how an app performs and what users pay.
Fully Managed, Zero Maintenance
We run the devices, app versions and infrastructure, check every record and deliver on schedule, so your team never has to build or maintain a scraper.
Public Data, NDA Protected
We collect only data any Android user can see, never personal data, user accounts or private messages. Every project is covered by an NDA.
Case Study
Trusted by Clients Worldwide
Outstanding service! The team delivered accurate Amazon data much faster than expected, exceeding expectations impressively.
The scraping solution was seamless and efficient, saving us countless hours of tedious manual research and analysis.
Excellent communication and consistently reliable results keep our marketing team happy, confident, and fully supported throughout.
Very professional team that customized the scraper precisely to our project requirements, ensuring perfect results.
Impressive accuracy and speed; we use Xwiz's Walmart scraper daily for pricing insights and confident decisions.
Quick turnaround and top-quality output make their service recommendable for any company seeking reliable data.
They handled complex websites like Shein effortlessly, showing excellent attention to detail and responsive support.
Their data extraction helped us analyze competitors efficiently, supported by a reliable and strong team.
Smooth experience from start to finish; final data was perfectly formatted, clean, and consistently reliable.
Affordable, accurate, and responsive, they exceeded expectations on every project, delivering consistently impressive results always.
Frequently Asked Questions About Android App Data Scraping
Answers to common questions about Google Play data, in-app data, legality and delivery.
Android app data scraping collects publicly visible data from Google Play and from inside Android apps, such as listings, rankings, ratings, reviews, version history, in-app prices and stock. Xwiz builds and runs the scrapers for you and delivers clean, structured data, so your team never has to maintain anything.
From Google Play we collect app names, developers, categories, descriptions, downloads ranges, ratings, rating counts, prices, in-app purchase and ads flags, category rankings, version numbers, update dates, what’s new notes, permissions and reviews with developer replies. You choose the fields, and every app arrives in the same format.
Yes. Our Google Play review scraping collects review text, star ratings, dates, helpful votes, developer replies and the app version reviewed for any app and country you choose. We can group reviews by topic, so you see what drives ratings up or down after each release.
Yes. We collect publicly visible in-app data such as prices, products, coupons, app-only deals, stock, delivery fees and seller details from shopping, delivery and quick commerce apps, by city or pincode. We never collect personal data, user accounts or private messages.
Yes. Google Play shows different rankings, ratings, prices and reviews in every country. We collect each country store you choose, in its local language and currency, and tag every record by market, so you can compare app performance country by country.
Collecting publicly visible app data, such as Google Play listings, published reviews and listed in-app prices, is generally legal in most markets. Xwiz never collects personal data, user accounts or data behind logins, and every project is reviewed and covered by an NDA. For legal questions about your specific use, check with your own counsel.
Yes. We track version numbers, update dates, what’s new notes, permissions, app size and release frequency for every competitor app you follow, alongside ratings and rankings. You see when a rival ships a feature and how users respond to it in their reviews.
You can get Android app data several times a day, daily, weekly, monthly or as a one-time snapshot. Rankings and new reviews usually run daily, while in-app prices in busy cities can run several times a day. Every record is timestamped, so you see exactly when things changed.
This page covers Android and Google Play in depth: country stores, reviews, rankings and version history. Our mobile app scraping services cover in-app data across both Android and iOS. Many clients combine both, and we deliver everything in one consistent format.
Yes. Share the Android apps, competitors and countries you need, and we’ll scrape a free sample from Google Play and your chosen apps. You can check the fields, accuracy and format against your own data before deciding on anything, with no commitment and an NDA in place.
Blog & Articles
Tell Us What Data You Need
Share the websites or apps you need data from and what you want to collect. Our team will review your request and send a plan with a free sample dataset.