Grocery Tesco Data Extraction

Tesco product & pricing intelligence, structured for the UK's largest grocer

Extract real‑time prices, Clubcard offers, unit pricing, availability, and product details from Tesco's 3,724 stores and online grocery platform. ScraperScoop handles Tesco's Akamai bot protection and dynamic rendering so you get clean JSON back — not a blocked request.

Trusted for Tesco grocery intelligence by
28.4%UK grocery market share
3,724Stores across UK & Europe
36.9%Online grocery market share
tesco-product.json
// GET /v1/tesco/product?url=https://www.tesco.com/groceries/en-GB/products/325466939
{
  "product_id": "325466939",
  "name": "Heinz Beanz 415g",
  "brand": "Heinz",
  "price": 1.65,
  "unit_price": 0.40,
  "unit_price_measure": "per 100g",
  "unit_size": "415g",
  "on_offer": true,
  "offer_description": "Clubcard Price: £1.25",
  "clubcard_price": 1.25,
  "image_url": "https://...",
  "product_url": "https://www.tesco.com/groceries/en-GB/products/325466939"
}
🏷️ Clubcard Price: £1.25
Standard: £1.65 · 24% saving
📊 Unit price: £0.40/100g
UK's largest grocer · 28.4% share
🏪 3,724 storesUK, Ireland, Czech Republic, Hungary, Slovakia
🔎 Product ID, search & URLQuery by any identifier
💰 Clubcard & standard pricingTwo‑tier loyalty price tracking
📦 Home delivery & Click+CollectSlot availability and pricing

Trusted data from leading platforms

Expedia Shopee Tripadvisor Amazon Flipkart Swiggy Zepto Blinkit Booking Airbnb MakeMyTrip Expedia Shopee Tripadvisor Amazon Flipkart Swiggy Zepto Blinkit Booking Airbnb MakeMyTrip
The Tesco Ecosystem

Britain's biggest retailer — and a data powerhouse

Tesco is far more than a supermarket. With 28.4% of the UK grocery market, 3,724 stores, and a loyalty program covering 24m households, it has built a retail ecosystem that extends into data analytics, retail media, and financial services.

01

Market dominance

Tesco holds 28.4% of the UK grocery market, up from 26.5% in 2020. In the online channel, it's even more dominant — controlling 36.9% of the UK's online grocery sales. Its retail business spans large supermarkets, convenience stores, and online channels.

02

Clubcard: the data flywheel

About 82% of Tesco's UK sales flow through Clubcard transactions, giving the retailer unprecedented visibility into customer purchasing patterns. Clubcard members receive exclusive lower prices on select items, creating a two‑tier pricing structure that rewards loyalty while maintaining profitability.

03

Beyond groceries

Tesco operates 3,724 stores across the UK, Ireland, Czech Republic, Hungary and Slovakia. It also owns Booker (wholesale), One Stop (convenience), Tesco Mobile (5.5m customers), and dunnhumby — an analytics business using AI to parse customer data.

What you can extract

Every field that matters for grocery pricing, competitive analysis, and market research

FieldDescriptionType
product_idTesco's internal product identifierCore
nameFull product nameCore
brandProduct brandCore
priceCurrent selling price (£)Pricing
unit_pricePrice per unit measure (e.g. £0.40/100g)Pricing
unit_price_measureUnit of measurement (per 100g, per litre, etc.)Pricing
unit_sizePackage size (e.g. 415g, 1L, 6 pack)Core
on_offerWhether product is on promotionCore
offer_descriptionPromotion description (e.g. "Clubcard Price: £1.25")Pricing
clubcard_priceExclusive Clubcard member price (if applicable)Pricing
image_urlProduct image URLOptional
product_urlDirect link to product pageOptional
nutritionNutritional information (where available)Optional
allergensAllergen informationOptional
ingredientsProduct ingredients listOptional
categoryProduct category hierarchyOptional
availabilityIn-stock statusCore
sample-response.json
// Full grocery product record
{
  "product_id": "325466939",
  "name": "Heinz Beanz 415g",
  "brand": "Heinz",
  "price": 1.65,
  "unit_price": 0.40,
  "unit_price_measure": "per 100g",
  "unit_size": "415g",
  "on_offer": true,
  "offer_description": "Clubcard Price: £1.25",
  "clubcard_price": 1.25,
  "image_url": "https://...",
  "product_url": "https://www.tesco.com/groceries/en-GB/products/325466939",
  "category": "Groceries > Canned Food > Baked Beans",
  "availability": "in_stock",
  "scraped_at": "2026-07-25T14:30:00.000Z"
}
Grocery Marketplaces

Same platform, every major UK grocery retailer

The underlying infrastructure — proxies, rendering, monitoring — is shared across every grocery marketplace we support.

Delivery Modes

How Tesco gets groceries to customers

1

Home Delivery

Order online for delivery straight to your door. Minimum basket charge of £5 for orders under £50. Delivery Saver plans reduce costs from £2.49/month.

2

Click+Collect

Order online and pick up from a collection point. Minimum order £25. Slots from 25p for next day, free for Delivery Saver customers. Same-day slots available up to £2.

3

Whoosh

Super-fast delivery service, delivering groceries in as little as 60 minutes from local stores. Available through the Tesco Grocery & Clubcard app.

4

Tesco Marketplace

Over 300,000 products from third-party sellers, up more than 3,000% since launch in June 2024. Available on tesco.com and the Tesco app.

Key Metrics

Tesco by the numbers

28.4%
UK grocery market share
Up 77bps YoY · 28 consecutive periods of growth
36.9%
Online grocery share
UK online sales up 11.4%
24m
Clubcard households
82% of sales flow through Clubcard
£33.1bn
Group sales (H1 2025/26)
Up 5.1% year-on-year
Common use cases

Who pulls Tesco data through ScraperScoop

📊

Competitive Price Monitoring

Track Tesco's standard and Clubcard pricing against competitors like Sainsbury's, Asda, and Morrisons. Monitor the two-tier pricing strategy and promotional activity in real-time.

📈

Market Research

Analyze product assortment, brand distribution, and category trends across the UK's largest grocer. Understand how Tesco competes with discount chains like Aldi and Lidl.

🛡️

Brand & Supplier Intelligence

Monitor product availability, pricing, and promotion participation. Track how brands are positioned within Tesco's Clubcard pricing structure and retail media ecosystem.

🤖

AI & ML Teams

Source structured grocery data for demand forecasting, price optimization, and competitive intelligence models using Tesco's extensive product catalog and pricing history.

Technologies

Delivered however your stack needs it

REST API Webhooks JSON / CSV Amazon S3 Snowflake / BigQuery Python & Node.js SDKs
Why teams choose ScraperScoop

ScraperScoop vs. DIY Tesco scraping

CapabilityScraperScoopDIY Scraper
Akamai bot protection bypass Built-in with residential proxies Constantly blocked
Clubcard price extraction Standard and loyalty pricing Often missed
Unit pricing & measures Structured and normalized Manual parsing required
Nutrition & allergen data Where available Not accessible
CSS selector maintenance Zero — we handle updates Breaks on every site redesign
Tesco has no public API Reverse-engineered reliably Fragile and unreliable
Expert Insights

What analysts say about Tesco's data advantage

📊

"Tesco's not just a big grocery retailer, it's a massive UK retailer generally, and Clubcard, its loyalty program, is something that it started many, many moons ago."

CL
Carina LambAnalyst, Insider Intelligence
📊

"Retail media income helps it fund the Clubcard discounts. So it's kind of created a really clever loop there."

CL
Carina LambAnalyst, Insider Intelligence
📊

"Tesco has solved a critical challenge facing traditional grocers: how to compete on price with discount chains while maintaining profitability."

EM
eMarketerRetail Analysis

Try it against your own product URLs

Send us a sample list of Tesco product URLs or search keywords — we'll return real structured grocery data before you commit to anything.

Frequently asked

Questions about Tesco data

Collecting publicly available Tesco product and pricing data is generally lawful, but how it's collected and used matters. ScraperScoop builds in rate limiting and compliant collection practices, and we're happy to review your specific use case before you commit. Tesco's terms state products are for non-commercial and domestic use only, so commercial scraping requires careful consideration.
A Tesco product ID is a unique internal identifier assigned to every listing in Tesco's grocery catalog. Requests can be made by product URL or search keyword, and every structured record returned is keyed to its product ID for reliable catalog matching across Tesco's 3,700+ stores and online platform.
Tesco operates a two-tier pricing structure where Clubcard members receive exclusive lower prices on select items. Our API captures both standard price and Clubcard price (when available) on each pull, along with promotion descriptions, allowing you to track the differential and monitor loyalty-driven pricing strategies in real-time.
Tesco does not offer a public API for product data extraction. The only documented API access is through third-party tools like Apify or community SDKs that reverse-engineer Tesco's internal endpoints. ScraperScoop gives you reliable access to public grocery intelligence — including product details, pricing, Clubcard offers, unit prices, and availability — through a scalable scraping API that handles Tesco's Akamai bot protection automatically.
Tesco offers three main delivery modes: Home Delivery (standard doorstep delivery), Click+Collect (order online, pick up at a collection point from 25p), and Whoosh (super-fast 60-minute delivery from local stores). The company also operates Tesco Marketplace with over 300,000 third-party products.

Start pulling Tesco grocery data today

Send us a sample of product URLs or search keywords — we'll show you real structured grocery data before you commit to anything.

Most integrations are running within a day.

99.95% uptime SLA UK's largest grocer — 28.4% share Clubcard & standard pricing
From the blog

Insights on retail pricing strategy

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