Grocery Data Scraping Services for Supermarkets & Delivery Apps
Our grocery data scraping services collect product prices, promotions, stock availability, and delivery slots from Instacart, Walmart, Tesco, Blinkit, Zepto, Talabat, and 50+ supermarket and grocery delivery apps. From one city to every store location, we deliver clean data matched by SKU and postcode, via CSV, JSON, or API.
Get a Free Grocery Data Sample
Grocery Delivery Data Scraping That Helps You Win Every Basket
Shoppers compare grocery prices in seconds, and a few cents on milk, eggs, or rice decides which app or store gets the basket. Grocery delivery data scraping gives your team a daily view of competitor prices, promotions, stock levels, and delivery slots across supermarkets and delivery apps, down to the store and postcode. You choose the products, brands, retailers, and locations. We scrape grocery delivery data at scale, match every product by SKU and pack size, and deliver it clean, so your pricing, category, and supply teams act on real market numbers instead of manual store and app checks.
Grocery Data Fields We Scrape
Web scraping grocery delivery data captures everything a shopper sees before they add to cart: prices, unit prices, promotions, stock status, and delivery slots. Our grocery data extraction structures it by product, store, and postcode, ready for your pricing and analytics tools.
{
"product": "Meadowvale Organic Whole Milk",
"brand": "Meadowvale",
"pack_size": "1 gal",
"upc": "0 72845 10031 6",
"price": 5.49,
"regular_price": 6.29,
"unit_price": "0.04/fl oz",
"promotion": "Buy 2, save $1",
"in_stock": true,
"store_id": "2147",
"postcode": "78704",
"delivery_slot": "16:00-18:00",
"scraped_at": "2026-10-27T08:00Z"
}
Product Details
What the product is- Product Name
- Brand
- Category & Aisle
- Pack Size / Weight
- SKU / UPC / EAN
- Product Images
- Ingredients & Nutrition
- Private Label Flag
Pricing & Unit Price
Every price a shopper sees- Regular Price
- Sale Price
- Unit Price (per kg / oz)
- Member / Loyalty Price
- Price by Store
- Currency
- Price Change History
Promotions & Offers
Deals and discounts- Discount %
- Multi-Buy Offers
- BOGO Deals
- Digital Coupons
- Loyalty Offers
- Promo Start & End Dates
Stock & Availability
What shoppers can buy- In Stock / Out of Stock
- Low-Stock Labels
- Substitutions
- Store-Level Availability
- Availability History
Delivery & Store Details
Slots, fees and locations- Delivery Slots
- Delivery ETA
- Delivery Fee
- Minimum Order Value
- Service Fees
- Store / Dark Store Location
- Postcode / Zone
Ratings & Visibility
How products rank- Product Rating
- Review Count
- Review Text
- Search Ranking Position
- Sponsored vs Organic
- Best-Seller Tags
- Scrape Timestamp
Need a field that isn't listed? We build custom scrapers around your exact data requirements.
Get in TouchOur Grocery & Supermarket Data Scraping Services
Our grocery data scraping solutions cover every part of the grocery market: prices, promotions, stock, assortments, store locations, and delivery apps. Pick one service or combine them into a single feed for your pricing, category, and supply teams.
Grocery Price & Promotion Scraping
Know what competitors charge for every product, every day. Scraping grocery delivery data gives you regular prices, sale prices, unit prices, loyalty prices, multi-buy offers, and digital coupons from supermarkets and delivery apps. Every product is matched by SKU and pack size, so you compare like for like and see price changes and new promotions the day they go live.
Stock & Availability Monitoring
Empty shelves cost sales, both yours and your competitors’. We track in-stock and out-of-stock status, low-stock labels, and substitutions for every product and store you follow. Brands see where their products are missing, and retailers spot gaps in competitor stock before shoppers switch.
Product Catalogue & Assortment Extraction
See every product a retailer sells and how its range changes over time. Our grocery delivery data extraction collects full catalogues with product names, brands, categories, pack sizes, UPC or EAN codes, images, ingredients, and nutrition details. Track new launches, delisted products, and the growth of private labels across retailers.
Store-Level & Postcode Pricing
Grocery prices often change from one store, city, or postcode to the next. We collect prices, promotions, and availability by store ID and delivery postcode, so you can compare markets, spot regional pricing strategies, and set the right price for every location you serve.
Quick Commerce & On-Demand Grocery Scraping
Ten-minute delivery apps change prices and stock by the hour. Our on-demand grocery data scraping tracks prices, discounts, stock, delivery times, and fees on Blinkit, Zepto, Swiggy Instamart, Talabat Mart, Getir, and Gopuff, by dark store and pin code.
Quick Commerce Data Scraping
Delivery Slots, Fees & Digital Shelf Tracking
Shoppers choose the app with the right slot, fee, and search results. Our grocery delivery app scraping tracks delivery slots, delivery and service fees, minimum order values, product ratings, and where products rank in app search, including sponsored placements. Brands use it to protect their digital shelf, and retailers use it to benchmark the shopping experience.
See Every Competitor Price, Promo & Stock-Out First
Tell us your products, retailers, and postcodes. We'll send a free sample of real grocery prices, promotions, and stock data so you can check the quality before you commit.
| Walmart | $4.98 |
| Kroger · Buy 2, save $1 | $5.29 |
| Target | Out of stock |
| Instacart | $5.99 |
Supermarkets & Grocery Delivery Apps We Scrape
Our grocery app scraping covers 50+ supermarkets, delivery apps, and quick commerce platforms across the US, UK, Europe, India, the Middle East, and Asia-Pacific. Whatever market you sell in, we scrape grocery delivery app data where your shoppers actually buy.
US Supermarkets & Grocery Delivery
12- Instacart
- Walmart
- Amazon Fresh
- Whole Foods Market
- Kroger
- Target
- Costco
- Safeway
- Albertsons
- H-E-B
- Publix
- Sprouts
UK & Europe
12- Tesco
- Sainsbury's
- Asda
- Ocado
- Morrisons
- Waitrose
- Lidl
- Aldi
- Carrefour
- Albert Heijn
- Rewe
- Mercadona
India Quick Commerce & Grocery
6- Blinkit
- Zepto
- Swiggy Instamart
- BigBasket
- Flipkart Minutes
- JioMart
Middle East
6- Talabat Mart
- Noon Minutes
- Careem Quik
- Lulu Hypermarket
- Spinneys
- Nana
Asia-Pacific & Canada
7- Woolworths
- Coles
- GrabMart
- pandamart
- Coupang
- PC Express
- Voilà
Global Quick Commerce
7- Gopuff
- DoorDash Grocery
- Uber Eats Grocery
- Getir
- Glovo
- Wolt Market
- Flink
Don't see your retailer? We build custom scrapers for any supermarket website or grocery app. Tell us what you need
Built for Retailers, Brands, and Quick Commerce Teams
Every business in grocery needs accurate data for a different reason. Whether you sell groceries, make the products on the shelf, or deliver them in minutes, we shape each dataset around the decisions you need to make.
Supermarkets & Grocery Retailers
Compare your prices, promotions, and range with every competitor in each city and postcode, and set prices that win baskets without giving away margin.
FMCG & CPG Brands
See how your products are priced, promoted, stocked, and ranked across every retailer and app, and catch stock-outs and price breaches early.
Quick Commerce & Delivery Apps
Track rival prices, discounts, delivery fees, and ETAs by dark store and pin code, so you know where to compete on price and where to win on speed.
Private Label & Category Teams
Find range gaps, compare private label prices with national brands, and spot new launches before they reach your shelves.
Investors & Consultants
Track grocery inflation, retailer pricing strategies, and quick commerce growth to support due diligence, market entry, and investment decisions.
Market Research Firms
Build food price indexes, basket cost studies, and inflation reports from large, consistent datasets across cities and countries.
Grocery Data Delivered the Way Your Team Works
No new tools to learn and no messy files to clean. Our grocery data scraping delivers ready-to-use prices, promotions, and stock data in the format, channel, and schedule that fit your existing workflow.
Your Preferred Format
Structured, consistent files that open straight in your spreadsheet, database, or analytics tool.
- CSV
- Excel
- JSON
- XML
Delivered Where You Work
Data lands directly in your systems, so your team never has to download, upload, or reformat anything.
- REST API
- Amazon S3
- Google Sheets
- SFTP
On Your Schedule
Refresh prices and stock as often as your market moves, from hourly quick commerce checks to a one-time catalogue.
- Hourly
- Daily
- Weekly
- Promo cycles
- One-time
Quality-Checked Data
Every dataset is cleaned, validated, and matched by SKU across retailers before delivery, and we monitor sources for layout changes.
- SKU & UPC matching
- Pack size normalising
- Validation
- Monitoring
How Our Custom Grocery Data Scraping Works
From your first brief to scheduled delivery, we handle every step, so your team gets clean, SKU-matched grocery data without building or maintaining scrapers.
Share Products, Retailers & Postcodes
Tell us the products, brands, retailers, apps, and locations you want to track.
01
Get a Free Sample Dataset
We send a free sample so you can check the data, fields, and format before you commit.
02
Custom Scraper Setup
We build and test scrapers for each retailer and app, matched to your stores and schedule.
03
Cleaning & SKU Matching
We remove duplicates, normalise pack sizes, and match each product by SKU or barcode.
04
Scheduled Delivery
Data arrives hourly, daily, or weekly via CSV, JSON, API, S3, or Google Sheets.
05
Why Choose Xwiz for Grocery Data Scraping
Choosing a data partner means trusting them with the numbers behind your pricing and range decisions. Here's why retailers, FMCG brands, and quick commerce teams rely on Xwiz for accurate, consistent grocery data.
Get in Touch99%+ Data Accuracy
Every dataset passes validation and anomaly checks before delivery, so prices, promotions, and stock match what shoppers actually see.
Grocery Retail Expertise
We understand pack sizes, unit pricing, multi-buy offers, loyalty prices, and private labels, so your data reflects how grocery retail actually works.
Accurate SKU Matching
We match the same product across every retailer by barcode, brand, and pack size, so your price comparisons are always like for like.
Built to Handle Anti-Bot Systems
Rotating infrastructure and human-like request patterns keep data flowing reliably from even the most heavily protected supermarket sites and grocery apps.
Fully Managed, Zero Maintenance
We monitor every source and fix scrapers as soon as sites change, so your data feed never breaks and your team never has to step in.
Location-Level Coverage
Grocery prices and stock change by store. We collect data by store, postcode, and dark store across 50+ supermarkets and apps in the US, UK, Europe, India, and the Middle East.
Case Study
Trusted by Grocery Retailers and Brands
How we've delivered grocery data for clients in the USA, Australia, and Denmark. Client names are kept confidential under NDA.
A US grocery brand needed daily prices, promotions, and stock status for its products across major retailers. We delivered SKU-matched data by store, so their team could spot price gaps and out-of-stocks the same day.
An Australian food supplier wanted to track shelf prices and weekly specials at the two biggest supermarkets. We built a weekly feed matched by product and pack size, so every price comparison was like for like.
A Danish retail client needed product catalogues and prices from leading online grocers. We delivered clean, structured data with barcodes and unit prices, ready for their pricing and range reviews.
Frequently Asked Questions About Grocery Data Scraping
Quick answers about how grocery data scraping works, which supermarkets and apps we cover, what data you get, how often it updates, and pricing. Still have a question? Our team is happy to help.
Grocery data scraping services collect publicly available data from supermarket websites and grocery delivery apps, such as product prices, promotions, stock status, pack sizes, and delivery slots. Xwiz cleans this data, matches each product by SKU, and delivers it so retailers, FMCG brands, and quick commerce apps can price, stock, and promote with confidence.
Grocery delivery app scraping captures product names, brands, pack sizes, barcodes, regular and sale prices, unit prices, promotions, stock status, substitutions, delivery slots, delivery fees, ratings, and search rankings. Xwiz structures every field by product, store, and postcode, ready for spreadsheets, BI tools, or your own systems.
Xwiz scrapes 50+ supermarkets and grocery apps, including Instacart, Walmart, Amazon Fresh, Kroger, Tesco, Sainsbury’s, Ocado, Carrefour, Woolworths, Blinkit, Zepto, Swiggy Instamart, BigBasket, Talabat Mart, and Noon Minutes. We also build custom scrapers for any other supermarket website or grocery app.
Yes. Grocery prices, promotions, and stock often differ from one store or postcode to the next, so Xwiz collects data by store ID, postcode, or pin code. This lets you compare prices across cities and neighbourhoods and spot where competitors charge less or run out of stock.
On demand grocery data scraping collects prices, discounts, stock, delivery fees, and delivery times from quick commerce apps like Blinkit, Zepto, Swiggy Instamart, Getir, and Gopuff. Because these apps change prices by the hour and by dark store, Xwiz tracks them by pin code and updates data as often as hourly.
Xwiz matches products using barcodes (UPC or EAN), brand, product name, and pack size, then normalises sizes so a 500 g pack and a 1 kg pack can be compared on unit price. This gives you like-for-like price comparisons across every retailer and app, even when product names differ.
Grocery data scraping is generally considered legal when it collects only publicly available information, such as listed prices, promotions, and stock status, without logging into private accounts or collecting personal data. Xwiz follows this approach and data protection rules like GDPR. Laws vary by country, so businesses should review their use case with legal counsel.
Grocery delivery data can be updated hourly, daily, weekly, or in line with weekly promotion cycles. Most Xwiz clients use daily updates for supermarket prices and hourly checks for quick commerce apps, delivered in CSV, Excel, JSON, or via API.
The cost of web scraping grocery data services depends on the number of retailers, products, and locations, how often data is updated, and the fields you need. Xwiz offers one-time datasets, recurring feeds, and API access, plus a free sample dataset so you can check data quality before choosing a plan.
Yes. Xwiz offers custom grocery data scraping built around your exact products, brands, retailers, and locations. Whether you need one competitor tracked in one city or thousands of products across several countries, we set up the scrapers, match every SKU, and deliver data on your schedule.
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.