Tesco Scraper [$1.50/1K💰] | Clubcard Prices | Groceries

Scrape Tesco UK & Ireland grocery products - prices, Clubcard offers, multibuy promotions, unit prices, barcodes, ratings, stock status and category paths - as clean, structured JSON. Built for CPG brands, UK grocery price monitoring / MAP teams and inflation-tracking researchers who need a reliable Tesco data source without an official price api.

No browser and no DOM scraping: the actor talks directly to the same public JSON/GraphQL endpoints Tesco's own web frontend calls (search + product GraphQL), so runs are fast, cheap and return clean structured records. 256 MB memory, plain HTTP. No API key, account, or manual setup is required - the public key is discovered automatically.

Main Use Cases

• UK supermarket price monitoring - track shelf prices, Clubcard prices and unit prices across categories over time
• MAP and pricing compliance - compare reseller prices against Tesco national online prices
• Grocery inflation tracking - historical price and promotion data for CPI-adjacent analysis
• CPG and brand analytics - pack sizes, EAN/barcodes, ratings and review counts per product
• Price comparison and retail research - Tesco UK (GBP) vs Ireland (EUR) storefronts in one schema

How It Works - The Bypass (No Browser, No DOM Scraping)

Tesco's storefront (www.tesco.com) sits behind an Akamai WAF that returns 403 Access Denied to many plain HTTP clients. This actor instead talks directly to the same public JSON/GraphQL endpoints Tesco's own web frontend calls, which live on separate subdomains and are not behind that WAF:

1. Search - GET https://search.api.tesco.com/search?distchannel=ghs&query=<term>&count=10&offset=<n>&geo=uk returns product IDs (tpnb/tpnc) plus totals and offset pagination.
2. Product details - POST https://xapi.tesco.com/ (GraphQL) with batched GetProductByTpnb / GetProductByTpnc operations (max 10 per request) returns the full product: title, brand, GTIN/EAN, price, unit price, promotions, review stats, pack size and the department/aisle/shelf hierarchy.

Both endpoints require no cookies and no login. The only credential is a public API key embedded in Tesco's own storefront configuration, sent as the x-apikey header. You do not need to provide it. At startup the actor reads the key from Tesco's public storefront page, falls back to a bundled copy if that page is temporarily unreachable, and automatically refreshes it if Tesco rotates the key. Setting the TESCO_API_KEY environment variable is optional and only needed for overriding the discovered value.

Why this approach: dramatically cheaper and faster than a browser (no Chrome, 256 MB memory), returns clean structured JSON, and sidesteps the storefront WAF entirely. A browser would only be needed if these endpoints disappeared.

Clubcard Price Parsing

Tesco encodes the Clubcard price inside the promotion description text, e.g. "£18.50 Save 25% Clubcard Price" -> clubcardPrice: 18.5. Multibuy-style Clubcard offers ("Any 2 for £4 Clubcard Price") are not a straight per-unit price, so they are surfaced in multibuy and clubcardPrice stays null.

Measured Performance (verified)

The GraphQL API rate-limits to roughly 15-25 products per ~5 s window (it answers HTTP 200 with a per-item 429 Too many requests error, and occasionally HTTP 429). Lookups run through a parallel worker pool with a shared adaptive cooldown that re-queues throttled IDs, so runs stay fast without hammering the API or dropping items.

Input Parameters

Field	Type	Required	Default	Notes
searchTerms	array	No	["olive oil", "semi skimmed milk"]	Keywords to search the Tesco UK/Ireland grocery catalogue for
startUrls	array	No	[]	Tesco product pages (/groceries/en-GB/products/...), search pages (?query=...) or category pages; scraped in addition to search terms
maxItems	integer	No	50	Maximum number of products to collect across all inputs (free users capped at 10)
country	string	No	uk	Storefront/currency: uk (GBP) or ie (EUR)
proxy	object	No	off	Standard Apify proxy configuration (not required - the API endpoints are not WAF-protected)

Output Fields

One dataset row per product (full field list in the dataset schema):

• Identity: url, productId (TPNC), tpnb, tpnc, gtin/ean (barcode), name, brand, packSize
• Pricing: price (shelf), currency (GBP/EUR), clubcardPrice (straight price cuts only), clubcardPriceText (raw promo), multibuy (e.g. "Any 2 for £4 Clubcard Price"), promotionText / promotions (raw promo objects), unitPrice / unitOfMeasure / unitPriceText (e.g. "£0.73/litre")
• Reputation & stock: rating, reviewCount, inStock, availability (InStock/OutOfStock)
• Category: department, aisle, shelf, categoryPath (e.g. "Milk, Butter & Eggs > Milk > Semi-Skimmed Milk")
• Metadata: image, country, searchTerm, scrapedAt

Example Input And Output

Example Input

{
  "searchTerms": ["olive oil", "semi skimmed milk"],
  "startUrls": [{ "url": "https://www.tesco.com/groceries/en-GB/products/254656543" }],
  "maxItems": 100,
  "country": "uk"
}

Example Output

{
  "url": "https://www.tesco.com/groceries/en-GB/products/254656543",
  "productId": "254656543",
  "tpnb": "54550994",
  "gtin": "05000436589457",
  "ean": "05000436589457",
  "name": "Tesco British Semi Skimmed Milk 2.272L, 4 Pints",
  "brand": "TESCO",
  "packSize": "2.272L",
  "price": 1.65,
  "currency": "GBP",
  "clubcardPrice": null,
  "multibuy": null,
  "unitPrice": 0.73,
  "unitOfMeasure": "litre",
  "unitPriceText": "£0.73/litre",
  "rating": 4,
  "reviewCount": 704,
  "inStock": true,
  "availability": "InStock",
  "categoryPath": "Milk, Butter & Eggs > Milk > Semi-Skimmed Milk",
  "image": "https://digitalcontent.api.tesco.com/v2/media/ghs/....jpeg",
  "country": "uk",
  "searchTerm": "semi skimmed milk",
  "scrapedAt": "2026-10-10T09:20:00.000Z"
}

Integrations & Automation

• Apify API - run via POST https://api.apify.com/v2/acts/{actorId}/runs, export via GET /v2/datasets/{datasetId}/items?clean=true&format=json
• Schedules - Apify Schedules for daily price monitoring (recommended for MAP and inflation tracking; recurring usage also improves Store recommendation signals)
• Webhooks - price-change events into downstream monitoring dashboards
• Zapier / Make - via the Apify integration (e.g. price drops to Google Sheets/Slack)
• Pay-per-event - $1.50 per 1,000 products, no subscription, free 10-item preview

Related Actors

• tesco-scraper: the most-used Tesco actor on the Store (higher per-1K price), a reference point for the cluster.
• tesco-product-scraper: adds nutrition/ingredients and allergens detail at higher pricing.
• tesco-products-scraper: another Tesco product scraper, for comparison.
• mediamarkt-scraper: EU retail product prices to broaden a European price dataset.
• woolworths-scraper: grocery price monitoring on another supermarket chain.

FAQ

Is there an official Tesco API?

No public, official API exists for the grocery catalogue. This actor uses Tesco's own frontend JSON/GraphQL endpoints (search.api.tesco.com search + xapi.tesco.com GraphQL) with the public API key embedded in Tesco's JavaScript. It reads the key from the storefront once at startup, then sends all data requests directly to those API subdomains, avoiding the storefront WAF.

How do I scrape Tesco prices without a browser?

Enter searchTerms (and optionally startUrls) and run. Searches page by offset (10 results/page) up to maxItems; product details are batched through GraphQL (max 10 products per request) with a worker pool that handles the API's ~15-25 products/5 s rate limit automatically.

How do I track Clubcard prices?

clubcardPrice is parsed from straight price-cut promos (e.g. "Save 25% Clubcard Price"). Multibuy Clubcard offers ("Any 2 for £4 Clubcard Price") are not a straight per-unit price, so they appear in multibuy while clubcardPrice stays null. Schedule a daily run to track both over time.

Does this work for Tesco Ireland?

Yes - set country: "ie" (EUR). Prices are national online prices for that storefront; store-level/regional pricing is not exposed by these endpoints.

What are the alternatives for UK grocery price data?

Store alternatives: radeance/tesco-scraper ($2.5 per 1K), sian.agency/tesco-product-scraper ($3-8.7 per 1K, adds nutrition/allergens), shahidirfan/tesco-products-scraper and powerai/tesco-products-scraper. This actor is the verified cheapest at $1.50 per 1,000 products on the same core fields.

How much does a run cost, and what if the key rotates?

$1.50 per 1,000 products (free 10-item preview). The public API key is discovered automatically from Tesco's storefront at startup. If Tesco rotates it during a run, the actor detects the 403 Invalid Client response, fetches the new key and retries - no manual update needed. Category URLs are resolved best-effort (Tesco's facet IDs are not exposed by the search API).

SEO Keywords

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For AI Agents & LLM Apps

• Purpose: returns one JSON row per Tesco UK/Ireland grocery product (name, brand, pack size, EAN/GTIN, shelf price, Clubcard price, multibuy, unit price, rating, availability, category path, image).
• Minimal working input:

{ "searchTerms": ["olive oil"], "maxItems": 10, "country": "uk" }

• Output field names: url, productId, tpnb, tpnc, gtin, ean, name, brand, packSize, price, currency, clubcardPrice, clubcardPriceText, multibuy, promotionText, promotions, unitPrice, unitOfMeasure, unitPriceText, rating, reviewCount, inStock, availability, department, aisle, shelf, categoryPath, image, country, searchTerm, scrapedAt.
• Behaviors an agent should know:
  • searchTerms and startUrls are additive - start URLs are scraped in addition to search terms, and maxItems caps the combined total.
  • clubcardPrice is only populated for straight price cuts; multibuy Clubcard offers land in multibuy and leave clubcardPrice null - do not treat null as "no price available" when multibuy is set.
  • gtin and ean are aliases of the same barcode value.
  • Cost-relevant default: maxItems defaults to 50 (free tier 10); billing is a flat $0.0015 per dataset row regardless of how many API requests a product took.
  • country switches currency (GBP vs EUR) and storefront; prices are national online prices only, never store-level.
  • The actor throttles internally under GraphQL rate limits (worker pool with a shared adaptive cooldown) - a run can take longer but does not drop items.
  • No API key or secret setup is required; the public key is discovered from Tesco's storefront automatically.
• Billing: pay-per-event - $0.0015 per product row, $0.00005 per run start. No proxy required.

Legal & Compliance Disclaimer

This actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Tesco plc or Tesco Ireland. It accesses only publicly available catalogue data via Tesco's own public frontend JSON/GraphQL endpoints; it does not bypass login, authentication or paywalls, and does not solve CAPTCHAs.

Users are responsible for complying with Tesco's terms of service and applicable data-protection law. Prices and product data are public by design, but respect the site's terms and robots.txt, and use the data for lawful analysis, monitoring and research purposes.