Mobile App Scraping Services for Clean App Data at Any Scale
Collect prices, products, stock, delivery fees and reviews from inside iOS and Android apps, including app-only deals that websites never show. Our mobile app data scraping delivers clean, structured data your pricing, category and growth teams can use, by app, city and store.
Get a Free App Data Sample
App Data That Shows What Customers Actually Pay
More shopping, food ordering and travel booking now happens inside apps, and many apps show prices, deals and stock that never appear on the website. Mobile app scraping by hand, or with web tools that can’t read app data, leaves your team guessing about what customers actually pay. Xwiz collects in-app prices, products, availability, fees and reviews from iOS and Android apps, then matches every item across apps and cities. As part of our wider web scraping services, we deliver clean data that helps you catch app-only deals, track competitors by location and price with confidence.
App Data Fields We Extract
Our mobile app data scraping covers 50+ fields across products, in-app prices, stock, delivery, locations, reviews and app store data. Every record is matched by product, store and city, so you compare the same item across every app and market.
{
"app": "ShopKart",
"platform": "iOS",
"product": "Sonora Wireless Earbuds Pro",
"seller": "TechHub Store",
"app_price": 49.99,
"list_price": 59.99,
"web_price": 59.99,
"app_only_deal": true,
"currency": "USD",
"rating": 4.6,
"review_count": 3210,
"units_left": 4,
"delivery": "next_day",
"delivery_fee": 0,
"zip": "10001",
"scraped_at": "2026-11-02"
}
Products & Catalog
What is listed in the app- Product name
- Brand
- Category
- Variants
- SKU / product ID
- Images
- Description
- Specs
- Seller
- Badges
In-App Prices & Offers
What app users pay- App price
- List price
- Discount %
- App-only deals
- Coupons
- Member price
- Bundle offers
- Price history
- Currency
Stock & Delivery
Can they get it, how fast- Stock status
- Units left
- Delivery fee
- Delivery time
- Small order fee
- Store / dark store
- Serviceable area
- Minimum order
Location & Stores
Where prices change- City
- ZIP / pincode
- Store name
- Merchant / restaurant
- Store address
- Coordinates
- Opening hours
- Prices by area
Ratings & Reviews
What buyers think- Rating
- Review count
- Review text
- Review date
- Verified buyer
- Review photos
- Seller rating
- Q&A
App Store Data
How the app performs- App name
- Category rank
- Downloads range
- App rating
- Version
- Update date
- App reviews
- Developer
Need a field that isn't listed? We'll scope it for your apps and locations.
Get a Free App Data SampleOur Mobile App Scraping Services
From app-only deals to delivery fees, our mobile app scraping services collect the data customers see inside iOS and Android apps and turn it into structured data your team can act on. Each service can run on its own or as part of one combined app feed. We build each mobile app scraper, check every record and fix it when an app updates.
Ecommerce App Scraping
Shopping apps often show prices, coupons and flash deals that the website never does. Our ecommerce app scraping collects product details, app prices, discounts, stock and seller data from marketplace and retailer apps, and compares them with the same item on the web, so pricing teams catch app-only offers. See our ecommerce data scraping services.
Food & Grocery Delivery App Scraping
Menu prices and fees inside delivery apps are often higher than in-store, and they change by city. We collect restaurants, menus, item prices, delivery and service fees, ratings and delivery times from food and grocery delivery apps, so brands and restaurant groups can benchmark prices and fees. See our food data scraping services.
Quick Commerce App Scraping
Quick commerce apps price and stock products by dark store and pincode, so one city can show many different results. We collect prices, discounts, stock status and delivery times by location from quick commerce apps, so brands can spot stock-outs and price gaps area by area. See our quick commerce data scraping services.
Ride-Hailing & Travel App Data
Fares inside ride-hailing and travel apps change by route, hour and demand, and they rarely appear on any website. We collect ride fares by product type, estimated pickup times, price surges and travel app prices by route and time, so mobility, travel and research teams can see how prices move through the day. See our ride-hailing data scraping services.
App Store Data & Reviews
App rankings and reviews show how your app and your competitors are doing with real users. We collect category rankings, ratings, review text, version history and update dates from Google Play and the App Store, then group reviews by topic, so product and marketing teams can see what users like, what they complain about and how rankings move.
iOS & Android App Scraping
Prices, coupons and features can differ between the iOS and Android versions of the same app. We collect data from both platforms, keep it in one format and flag any differences, so you see every price your customers see. For platform-specific projects, see our iOS app scraping services and Android app scraping services.
See the Prices Your Customers See Inside Every App
Send us the apps, products and locations you want to track. We’ll send a free sample dataset with in-app prices matched against the website, so you can check accuracy and coverage before you commit.
| ShopKart website | $59.99 |
| ShopKart iOS app | $49.99 |
| ShopKart Android appLowest | $47.99 |
| DealHive app | $52.49 |
Apps We Scrape
We scrape iOS and Android apps across ecommerce, food and grocery delivery, quick commerce, ride-hailing, travel and fashion, plus Google Play and the App Store. We build a mobile app scraper for each app you pick, so prices, stock and reviews arrive in one clean format. Curious how it works? Read our guide to mobile app data scraping methods.
Ecommerce & Marketplaces
8- Amazon
- Walmart
- Target
- Flipkart
- Shein
- Temu
- AliExpress
- Noon
Food Delivery
8- Uber Eats
- DoorDash
- Grubhub
- Deliveroo
- Just Eat
- Talabat
- Swiggy
- Zomato
Grocery Delivery
6- Instacart
- Shipt
- Amazon Fresh
- Ocado
- BigBasket
- Carrefour
Quick Commerce
7- Blinkit
- Zepto
- Swiggy Instamart
- Getir
- Gopuff
- Flink
- Talabat Mart
Ride-Hailing & Mobility
6- Uber
- Lyft
- Grab
- Careem
- Bolt
- Ola
Travel & Booking
6- Booking.com
- Expedia
- Airbnb
- Trip.com
- Agoda
- MakeMyTrip
Fashion & Beauty
6- Myntra
- Zalando
- ASOS
- H&M
- Sephora
- Nykaa
App Stores
4- Google Play
- Apple App Store
- Samsung Galaxy Store
- Huawei AppGallery
Don't see your app? Tell us the app 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 Brands, Retailers & App-First Businesses
Whether you sell through apps, compete with them or study the market, our mobile app data scraping is shaped around the decisions your team makes every week, from prices and stock to fees and reviews.
Brands & Manufacturers
See how your products are priced, discounted and stocked inside shopping and quick commerce apps, catch sellers breaking price rules, and spot stock-outs by city before they cost you sales.
Retailers & Ecommerce Teams
Compare your app and website prices with competitor apps, find app-only deals you need to match, and track how rivals use coupons and flash sales to win mobile shoppers.
Restaurants & Delivery Platforms
Benchmark menu prices, delivery fees and ratings across food delivery apps by city, see how competitors price the same dishes, and keep your own listings accurate on every app.
Investors & Market Researchers
Track prices, assortment, delivery times and app rankings across markets as early signals of growth, using consistent app data instead of surveys, store visits or quarterly reports.
App Product & Marketing Teams
Follow category rankings, ratings and reviews for your app and competitors, see what users praise or complain about after each update, and plan features around real user feedback.
Mobility & Travel Companies
Compare ride fares, surge pricing and travel app prices by route and time of day, so pricing and operations teams can see where competitors charge more or less than you.
App Data Delivered the Way Your Team Works
No new tools to learn and no messy files to clean. Your in-app prices, stock and review data arrive ready to use, in the format, channel and schedule that fit how your pricing, category or product team already works.
Your Preferred Format
One row per product, store, menu item, fare or review, 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
Check prices and stock several times a day in busy cities, track rankings and reviews daily or weekly, or order a one-time dataset for a study.
- Intraday
- Daily
- Weekly
- Monthly
- One-time
Matched & Checked Data
We match the same product across apps, platforms and the website, tag every record by city and store, and check every file before delivery.
- Product matching
- Location tagging
- Deduplication
- QA checks
How Our Mobile App Scraping Works
From your first message to scheduled data delivery, we handle every step of the scraping, matching and quality checks. You get clean app data without building or maintaining a single scraper.
Share Your Apps & Locations
Tell us the apps, platforms, products and cities or pincodes you want covered, and how often to update. A list of app names or product links is enough to start.
01
Get a Free Sample
We scrape a sample from your chosen apps so you can check the fields, prices and format against your own data before you commit to anything.
02
Custom App Scraper Setup
Our engineers build a mobile app scraper for each app, set up to handle location settings, app versions and frequent updates, so your data keeps flowing without gaps.
03
Product Matching & Quality Checks
We match the same product across apps, platforms and the website, tag each record by city and store, remove duplicates, and check every file before it reaches you.
04
Scheduled Data Delivery
Get app 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 Mobile App Scraping
App data is harder to collect than website data: apps change often, prices differ by location and platform, and many deals exist only in the app. Here's why brands, retailers and app-first businesses trust Xwiz with it.
Get in TouchData Websites Don't Show
We collect the prices, coupons and stock your customers see inside the app, including app-only deals that never appear on the website, for every product you track.
Every City, Store and Pincode
Apps show different prices and stock by location. We collect data for each city, store or pincode you choose, not just one default view.
Built for Frequent App Updates
Mobile app scraping breaks when apps update. We monitor every app you track and fix scrapers fast, so your data keeps arriving without gaps.
iOS, Android and Web Matched
We match the same product across the iOS app, the Android app and the website, so you see every price difference in one clean file.
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 app 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 Mobile App Scraping
Answers to common questions about app data, supported apps, legality and delivery.
Mobile app scraping services collect publicly visible data from inside iOS and Android apps, such as prices, products, stock, delivery fees, fares and reviews, and deliver it as structured data. Xwiz builds and runs the scrapers for you, so your team gets clean app data without building or maintaining anything.
Mobile app data scraping collects what users see inside an app rather than on a website. Many apps show app-only prices, coupons, stock by location and delivery fees that never appear on the web, and apps update often. Xwiz handles both and matches app and website data for the same product.
We scrape ecommerce apps such as Amazon, Walmart and Flipkart, food delivery apps like Uber Eats and DoorDash, grocery and quick commerce apps such as Instacart, Blinkit and Zepto, ride-hailing apps like Uber and Lyft, travel apps, and Google Play and the App Store. Send us any app and we’ll check it free.
Collecting publicly visible app data, such as listed prices, products and published reviews, is generally legal in most markets. Xwiz never collects personal data, user accounts or private messages, and every project is reviewed and covered by an NDA. For legal questions about your specific use, check with your own counsel.
A mobile app scraper can extract product names, variants, app prices, list prices, coupons, app-only deals, stock status, delivery fees and times, store and city details, menus, ride fares, ratings, reviews and app store rankings. You choose the fields you need, and every app arrives in the same format.
Yes. Our ecommerce app scraping collects prices, coupons, stock and seller data from shopping apps, then matches each product with the same item on the website. You see where the app is cheaper, which deals are app-only, and how prices differ between iOS and Android.
Yes. Many delivery and quick commerce apps show different prices, stock and delivery times by location. We collect data for every city, store, ZIP code or pincode you choose and tag each record with its location, so you can compare markets and spot local stock-outs.
You can get app data several times a day, daily, weekly, monthly or as a one-time snapshot. Price and stock tracking in busy cities usually runs several times a day, while rankings and reviews run daily or weekly. Every record is timestamped, so you see exactly when things changed.
Apps update often, and updates can change how data is shown. We monitor every app we scrape, spot changes quickly and fix the scraper, so your data feed keeps running. You don’t need to do anything, and maintenance is included in our fully managed mobile app scraping services.
Yes. Share the apps, products and locations you need, and we’ll scrape a free sample from 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.