Mobile App Scraping for Food, Grocery & Q-Commerce Apps
Capture the data that only lives inside mobile apps — app-only prices, in-app menus, app-exclusive promos, dark-store stock and delivery ETAs — from Android & iOS apps across 60+ platforms, normalized and ready-to-use.
What is Mobile App Scraping?
Mobile App Scraping extracts structured data directly from Android & iOS apps — the prices, menus, promotions, stock levels and delivery ETAs that often never appear on the public web.
It is used by q-commerce ops, pricing teams, CPG brands, analysts and AI teams who need app-accurate data, because delivery and grocery apps frequently show app-only pricing and exclusive offers.
Every record is delivered organized, deduplicated, normalized and ready-to-query — via REST API, scheduled CSV/JSON, dashboards or direct loads into Snowflake, BigQuery or Databricks.
What we extract
- App-only prices & offers
- In-app menus & SKUs
- Dark-store stock levels
- Delivery ETAs & fees
- App-exclusive promotions
- Ratings & reviews
- Variant & pack data
- Geo / store-level data
Who Mobile App Scraping is for
Six ideal-customer profiles — each with the fields, granularity and delivery format that team actually needs.
Q-Commerce Ops
Track app-only prices, stock and ETAs across Blinkit, Zepto, Instamart and more.
Pricing & Revenue Teams
Capture app-exclusive deals and pricing the web simply never shows.
Market & Category Analysts
App-first market share, assortment and dark-store coverage.
CPG Brands & Suppliers
Monitor exactly how your products appear inside delivery apps.
AI & Data Teams
Clean, structured app data feeds to power models and products.
Investors & Researchers
App pricing and promo-intensity signals for diligence.
Apps by category.
Pick a vertical to see the apps we capture — Android & iOS.
🍔 Food Delivery Apps
View all →🍷 Alcohol & Liquor Apps
View all →⚡ Quick Commerce Apps
View all →Sample app data output.
This is the actual output you'll receive — schema-validated and delivered as table, JSON, CSV, REST API feed or live dashboard.
| App | Item / SKU | City | App Price | Web Price | Delta | Source |
|---|---|---|---|---|---|---|
| Blinkit | Amul Gold Milk 500ml | Delhi, IN | ₹33 | ₹35 | −₹2 | Android app |
| Zomato | Paneer Butter Masala | Mumbai, IN | ₹289 | ₹320 | −₹31 | iOS app |
| Zepto | Tata Salt 1kg | Bengaluru, IN | ₹26 | ₹28 | −₹2 | Android app |
{
"app": "Blinkit",
"platform_os": "android",
"item": "Amul Gold Milk 500ml",
"city": "Delhi, IN",
"app_price": 33,
"web_price": 35,
"currency": "INR",
"app_exclusive_offer": "₹2 app-only discount",
"in_stock": true,
"eta_minutes": 11,
"captured_at": "2026-06-15T09:20:00Z"
}
app,platform_os,item,city,app_price,web_price,currency,in_stock,eta_minutes,captured_at Blinkit,android,Amul Gold Milk 500ml,Delhi IN,33,35,INR,true,11,2026-06-15T09:20:00Z Zomato,ios,Paneer Butter Masala,Mumbai IN,289,320,INR,true,28,2026-06-15T09:20:00Z
From scope to live delivery.
A simple, SLA-backed pipeline — you tell us the scope, we run and maintain it.
Scope
Pick the apps (Android/iOS), markets and fields you need.
Build & QA
We build and quality-check the app-capture pipeline.
Deliver
Get data via REST API, webhooks, CSV/JSON or dashboard.
Maintain
SLA-backed monitoring — auto-heals on app updates.
Why teams choose us.
Compliant, accurate and ready-to-use — with the delivery model that fits your stack.
Compliant Infrastructure
Rotating IPs, fingerprinting and respectful crawl budgets, SLA-backed.
Schema-Validated
Every field validated, typed and consistent across runs.
Normalized & Deduped
Clean, deduplicated, ready-to-query records.
Fast Delivery
Free sample in 48 hours; production within days.
Custom Scopes
Any app, market or field combination you need.
SLA-Backed Support
Dedicated team, uptime SLAs and change monitoring.
Mobile App Scraping FAQ
Common questions from the teams who use this — answered.
