Retail Scrape delivers Tesco product data scraping that grocery, FMCG and pricing teams rely on for Tesco grocery data at scale — product, price, promotion, inventory, availability, rating and review data pulled from Tesco across London, Manchester, Birmingham, Leeds, Glasgow, Bristol and every other store you track, unified into one Tesco product API.
TRUSTED BY 110+ GROCERY, FMCG & RETAIL TEAMS ACROSS LONDON · MANCHESTER · BIRMINGHAM · LEEDS · GLASGOW · UK-WIDE
Getting started
Tesco data scraping is the automated collection of publicly listed information from Tesco — product listings, grocery catalogs, pricing, promotions, store-level stock availability, brand assortment, ratings and reviews — turned into structured, analysis-ready data. This Tesco grocery data scraping approach replaces manual, store-by-store checking with one repeatable pipeline covering every region and category your products or your competitors list on.
Rather than building and maintaining an in-house scraper for every store estate Tesco operates, teams use Retail Scrape's unified Tesco Scraper platform for Tesco data scraping UK — proxies, CAPTCHA handling, and layout monitoring for Tesco web scraping are handled for you, so your team works with clean output, not the collection process.
Data coverage
Retail Scrape's Tesco product data extraction pipelines cover every data point grocery, FMCG and category teams typically track on Tesco, from a single product to a full category across regions.
Product titles, brands, pack sizes and category tags via Tesco product data scraping and SKU-level detail extraction.
Tesco price data scraping UK alongside Clubcard prices and multibuy deals, tracked through Tesco price monitoring across stores.
Tesco store availability data covering click-and-collect and home-delivery slot visibility per listing.
Tesco inventory data covering stock levels, restock frequency and out-of-stock duration per SKU and store.
Star ratings, review counts and bestseller rank movement, so you know which products and categories are gaining sales on Tesco.
Tesco promotion data covering active Clubcard prices, multibuys and time-bound offers tracked continuously across stores.
Catalog
Full Tesco grocery data scraping across an entire brand, category or region, not just one-off SKU lookups. Useful for teams that need a Tesco grocery dataset at scale — titles, images, pack sizes and variant data — to power catalog audits, brand benchmarking, or cross-store assortment comparison.
Pricing
Tesco price scraping UK combined with Tesco grocery price monitoring UK across stores and regions — track your own listings alongside a Tesco grocery price comparison against competitors and Clubcard pricing in one feed, giving pricing and category teams Tesco grocery pricing intelligence data doesn't get from manual checks. Feeds directly into our Pricing Intelligence and Dynamic Pricing Solutions.
Reputation
Tesco product ratings and review scraping extracts star ratings, review counts and review text structured for sentiment analysis, quality monitoring, or competitive comparison across a category and region.
Marketplace
Store and location-level data for every Tesco listing — which format is fulfilling (Extra, Superstore, Metro or Express), at what pricing, and how their stock compares, supporting Tesco SKU availability monitoring at scale. Core data for our MAP Monitoring and Buy Box & Seller Monitoring solutions.
Visibility
Search ranking and category performance data scraping together — track keyword position and bestseller-product rank movement on Tesco to understand what's gaining or losing visibility across the regions you monitor.
Tesco market intelligence
Tesco supermarket data extraction UK turns activity across every store you track into signals your team can act on — the same data that powers our Quick-Commerce Data Intelligence platform. Patterns our pipelines surface most often on Tesco:
Pricing
A SKU price on one Tesco store and its neighbouring store can diverge once Clubcard pricing and multibuys are applied. Teams checking Tesco data by hand weekly are routinely missing the window to react.
Watch: cross-store price + promotion togetherCategory share
Category performance data shows the top-selling SKU on Tesco London for a category is often not the top performer on Tesco Glasgow for the same category.
Watch: category performance by regionCatalog content
Titles, photos and descriptions get revisited by competing brands constantly. Static Tesco listings tend to lose search position over a few months.
Watch: catalog change alerts over timeAvailability
Shoppers increasingly compare stock status and store availability before price. Click-and-collect and delivery-slot data are worth tracking alongside every Tesco price point.
Watch: availability alerts + price change alertsUse cases
Feed live Tesco pricing and promotion data into your pricing team's workflow or repricing engine.
Compare catalog, pricing and ranking against named competitor SKUs across every region they list on Tesco.
Benchmark titles, photos and descriptions against top-ranking Tesco listings region by region.
Track category trends, new SKU launches and top-product movement across regions and categories over time, powering a reusable Tesco grocery dataset.
Detect unauthorized listings, mislabeled SKUs and pricing violations the moment they appear on Tesco.
Identify underserved categories and locations by comparing Tesco assortment and stock coverage across a region.
Why teams choose us
What grocery, FMCG and retail teams gain by moving off manual tracking and DIY Tesco scripts.
See price, stock and ranking changes within minutes instead of finding out days later.
Tesco layout changes, proxies and CAPTCHAs are handled for you, across every store, not just one.
Every record ships in the same structured schema, ready for BI tools and models.
Track your SKUs and competitors' side by side across Tesco regions, not in separate systems.
Fixed plan pricing instead of variable infrastructure and engineering time.
From a handful of stores to a full UK-wide supermarket network, without re-architecting your pipeline.
Sample output
Every record ships clean and consistently typed — no HTML fragments, no guesswork, across every region in one schema.
| # | SKU ID | Product Name | Platform | Store / Region | Category | Price | Promotion | Rating | Reviews | Stock Status | Last Update |
|---|---|---|---|---|---|---|---|---|---|---|---|
| 01 | TS-2281940 | Tesco Finest Semi-Skimmed Milk 2L | Tesco | Wembley, London | Dairy | £1.55 | Clubcard £1.40 | 4.5★ | 1,830 | In Stock | 2026-08-21 09:15 AM |
| 02 | TS-3319482 | Heinz Baked Beans 4-Pack | Tesco | Manchester | Tinned Food | £3.20 | No offer | 4.6★ | 2,410 | In Stock | 2026-08-21 09:18 AM |
| 03 | TS-4471022 | Warburtons Toastie White Bread 800g | Tesco | Birmingham | Bakery | £1.45 | No offer | 4.4★ | 2,260 | In Stock | 2026-08-21 09:20 AM |
| 04 | TS-5528817 | Cathedral City Mature Cheddar 550g | Tesco | Leeds | Dairy | £4.50 | Clubcard £3.75 | 4.7★ | 1,590 | In Stock | 2026-08-21 09:22 AM |
| 05 | TS-6634509 | Free Range Eggs 12-Pack | Tesco | Glasgow | Dairy & Eggs | £3.10 | 5% off | 4.3★ | 640 | Low Stock | 2026-08-21 09:25 AM |
| 06 | TS-7712256 | Persil Non-Bio Laundry Liquid 2.19L | Tesco | Bristol | Household | £8.00 | 3 for 2 | 4.5★ | 980 | Out of Stock | 2026-08-21 09:27 AM |
Sample data shown — our Grocery Scraping API returns full Tesco records with all scraped fields, store by store.
Access Full Tesco DatasetFAQ
Tesco data scraping is the automated collection of publicly listed grocery, product, pricing, promotion, inventory, availability, rating and review information from Tesco, turned into structured data for analysis or downstream systems.
Commonly extracted data includes product listings and grocery catalogs, price and promotion data, store-level stock availability, brand and category assortment, ratings and reviews, and Clubcard price differences.
We track Tesco listings across UK regions and grocery categories, from a single unified pipeline that can be scoped to any store, category or product brand.
We collect only information that is publicly visible on Tesco's storefront, apply rate-limiting, and give clients configurable controls so extraction fits their own compliance requirements.
Data is delivered as JSON or CSV over a REST API, scheduled feed, or direct warehouse delivery, with refresh intervals configurable from near real-time to daily snapshots.
Effortlessly managing intricacies with customized strategies.
Mitigating risks, navigating regulations, and cultivating trust.
Leveraging expertise from our internationally acclaimed team of developers
Reliable guidance and assistance for your business's advancement
