UK & EUGroceryWeb Scraping API + Datasets

Tesco web scraping & data extraction services

Daily Tesco grocery data — prices, listings, availability, and reviews — refreshed on your schedule and delivered to your warehouse.

  • Coverage across Tesco's grocery catalog
  • Hourly to real-time refresh
  • Stable, versioned schema
  • Pay only for successful records
15M+Tesco pages crawled / mo
99.97%Pipeline uptime
24hSample turnaround
Why teams scrape Tesco

Tesco web scraping, done right.

Tesco web scraping at scale, normalized to a stable schema. Krawlx maintains the scrapers, anti-bot stack, and parsing layer so your team gets clean, ready-to-use Tesco data without operating the crawl pipeline yourself.

Krawlx is a full-stack web scraping partner — not a proxy reseller and not a script library. Our infrastructure, parsers, and SRE team are tuned specifically for Tesco, so when Tesco ships a new layout, an A/B test, or a fresh anti-bot challenge, the fix is on our roadmap, not yours.

tesco scrapingtesco apitesco data extractionweb scraping grocery
Data fields extracted

Every Tesco field, scraped and normalized.

Krawlx Tesco web scraping covers every field visible on the page — and a few that aren't (computed deltas, history, normalized identifiers).

Item name
GTIN / EAN / UPC
Brand
Pack size
Unit price
Shelf price
Promo price
Loyalty price
Multibuy offers
Stock status
Substitution suggestions
Aisle / category
Image URLs
Nutrition
Allergens
ZIP / postcode availability

Don't see a field? Tell us what you need — we add fields on request, typically within 5 working days.

Page types we scrape

Every Tesco surface, covered.

From a single SKU lookup to a full nightly catalog refresh — Krawlx supports every Tesco web scraping pattern your team needs.

01

Category pages

Krawlx web scraping support for Tesco's category pages surface — schema-stable and SLA-backed.

02

PDP

Krawlx web scraping support for Tesco's pdp surface — schema-stable and SLA-backed.

03

Promo / offer pages

Krawlx web scraping support for Tesco's promo / offer pages surface — schema-stable and SLA-backed.

04

Store / postcode availability

Krawlx web scraping support for Tesco's store / postcode availability surface — schema-stable and SLA-backed.

05

Loyalty / app-only pricing

Krawlx web scraping support for Tesco's loyalty / app-only pricing surface — schema-stable and SLA-backed.

Use cases

Who uses Tesco web scraping data, and why.

Our customers run Tesco scraping for these core jobs-to-be-done, each shipped as a managed feed.

Pricing

Store-level grocery pricing

ZIP / postcode-resolved shelf, promo, and loyalty pricing across tens of thousands of stores.

CPG

UPC-mapped competitive feed

Match scraped items to your master UPC catalog for instant brand and category benchmarks.

Promo

Multibuy & loyalty parsing

Decode '3 for £10' and member-only offers into normalized, comparable promo records.

Stock

Out-of-stock & substitution

See which SKUs go OOS, where, and what the retailer offers as a substitute.

Delivery & integration

Your stack, your schedule.

Tesco data lands wherever your team works — REST API, real-time webhooks, Parquet drops to S3, or daily writes to your warehouse.

  • JSON, CSV, JSONL, Parquet
  • Postgres, MySQL, BigQuery, Snowflake, Redshift
  • S3, GCS, Azure Blob, SFTP
  • Webhooks (any HTTPS endpoint)
  • Real-time websocket streams (Growth & Enterprise)
  • Cron, hourly, daily, on-demand
cURLPythonNode
# Scrape Tesco product data via Krawlx
curl -X GET "https://api.krawlx.io/v2/products/tesco" \
  -H "Authorization: Bearer $KRAWLX_KEY" \
  -d url="https://tesco.example/p/B0CXYZ1234" \
  -d fields="price,stock,reviews,seller"

One auth scheme, one schema. Switch Tesco for any platform — same code path, same response shape.

Compliance & ethics

Tesco web scraping — within the rules.

Public data only

We scrape only publicly accessible Tesco pages. We never log into customer accounts or extract personal information not displayed publicly.

GDPR · CCPA · DPDP

Krawlx complies with GDPR (EU/UK), CCPA (California), India's DPDP Act, and local data-protection regimes. PII is filtered at the edge before delivery.

Respectful crawling

Polite request rates, jittered scheduling, and back-off on signal. Our crawlers are designed not to disrupt Tesco's service for real users.

FAQ

Tesco web scraping — frequent questions.

Scraping publicly accessible product, listing, and review pages is generally lawful in most jurisdictions, including the US, UK, and EU. We only collect public data — we never access content behind authentication, bypass paywalls, or extract personal information. Krawlx complies with GDPR, CCPA, and local data-protection laws.
Refresh cadence is yours to set. Most customers run hourly for hero SKUs, four-times-daily for the long tail, and on-demand for one-shot research. Real-time webhooks and websocket streams are available on Growth and Enterprise plans.
Tesco uses a layered defence — TLS fingerprinting, browser-environment checks, rate limits, and selective CAPTCHA challenges. Krawlx ships a managed unblocker stack (residential rotation, real-browser rendering, fingerprint randomization, CAPTCHA solving) so you never see a 4xx in your warehouse.
JSON, CSV, JSONL, and Parquet are standard. We also push directly to Postgres, MySQL, BigQuery, Snowflake, Redshift, S3, GCS, and Azure Blob — or fan out to your webhooks. Schemas are versioned and stable across major releases.
Yes. Tell us the URLs (or just the country and category), and we'll deliver a 100–1,000-record sample of Tesco data within 24–48 hours, free of charge. No credit card, no procurement maze.
Related platforms

Other UK & EU & grocery web scraping services.

Pair Tesco with these adjacent platforms — most teams scrape 3–6 in parallel for full market coverage.

Browse all 82 platforms

Get a free Tesco web scraping sample.

Send us 5 Tesco URLs (or just a category). We'll deliver a normalized JSON sample within 24 hours.

Request a free sample