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Grocery data scraping — every major grocer, every market
Tesco Clubcard Prices. Woolworths Wednesday catalogue. Walmart Grocery rollbacks. BigBasket smart basket. We capture grocery-specific signals — unit pricing, weekly Specials, loyalty tiers, private label tagging — from every major grocer across 8 markets.
Grocery-specific data — not generic e-commerce.
Unit pricing, loyalty tiers, weekly Specials, nutrition fields — the things grocery teams actually use.
Selling price & MRP
Base price, was-price, discount %, member-tier price — per postcode / pincode / ZIP where exposed.
Unit pricing
Price per kg / litre / 100g / each — the unit-rate comparison shoppers use, and that pricing teams need.
Pack size & variants
Pack size, multipacks, family packs, with full variant tree preserved for SKU parents.
Weekly Specials
Specials start & end dates, original vs Special price, Specials catalogue badges.
Loyalty-tier pricing
Clubcard, Nectar, Everyday Rewards, Plus, Super Saver — tier-only prices tracked separately.
Private label tagging
Tesco Finest, Sainsbury's Taste the Difference, Great Value, Woolies Essentials — tagged correctly.
Nutrition & allergens
Nutritional values, ingredient lists, allergen flags, dietary tags (vegan, gluten-free, organic).
Stock & availability
In stock / low / OOS by postcode, restock detection, delivery slot availability.
Reviews & ratings
Star rating, review count, sentiment, recent reviews where retailer exposes them.
The things that decide who wins on grocery shelf.
Grocery has its own dynamics — we model them rather than flattening into generic e-comm.
Unit price as a first-class field
Per-kg / per-litre / per-100g is how grocery actually competes. We expose it as a discrete field, not as part of the title.
Weekly Specials cycle-aware
Tesco Clubcard Prices, Woolies Wednesday, Coles weekly catalogue — capture cadence ramps around refresh windows.
Loyalty tier breakdown
Clubcard / Nectar / Everyday Rewards / Plus prices tagged separately so silent MAP violations on member-tier are caught.
Private label tagged correctly
Grocer private labels (Tesco Finest, Sainsbury's TTD, Woolies Essentials) tagged as private label — not lumped in as branded.
What grocery teams do with this data.
Cross-grocer parity
Your brand price across Tesco vs ASDA vs Sainsbury's — spot inconsistencies before retail buyers do.
Specials cycle planning
Historical Specials data to plan your promotional stance for upcoming weeks & events.
Private label benchmarking
How does grocer private label compare to your brand on price, unit price, shelf position?
Loyalty-tier MAP audit
Are Clubcard / Plus / Rewards prices breaking MAP on your portfolio? Caught separately.
OOS & stockout monitoring
Postcode-level OOS detection on hero SKUs across grocers.
Unit price benchmarking
Compare per-100g, per-kg, per-litre across competitor SKUs — the real grocery comparison.
New-launch tracking
Catch competitor product launches the moment they hit grocer catalogue.
Catalogue-vs-online audit
Items shown in print/digital catalogue but missing online? Find the gap.
Cross-country pricing analysis
Same brand SKU across UK, US, AU grocers — informs global pricing strategy.
Whatever format your team consumes.
No forced dashboard, no proprietary lock-in. You own the data.
CSV / Excel
Scheduled file drops to email, SFTP, S3 or Azure.
JSON / API
REST API with auth tokens, paginated by SKU or ItemID.
Database / warehouse
Direct push to Snowflake, BigQuery, Redshift or your data lake.
Hosted dashboard
Optional dashboard if you want a no-tech-needed view.
From brief to first grocery dataset in 24 hours.
Send scope
SKU list, grocers, postcodes/markets, fields needed, Specials coverage requirement.
Free sample
Within 24 hours, sample with unit price + loyalty-tier data for validation.
Production pipeline
QA'd pipeline with Specials-window cadence ramp, delivery in your format.
Run & iterate
Scheduled refreshes with monitoring and a named delivery lead on your account.
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USA
UAE
India
UK
Australia
Austria
Argentina
Belarus
Belgium
Brazil
Bulgaria
Canada
Chile
China
Colombia
Croatia
Czech Republic
Denmark
Ecuador
Egypt
Estonia
Finland
France
Germany
Greece
Hong Kong
Hungary
Indonesia
Iran
Ireland
Israel
Italy
Japan
Kazakhstan
Kenya
Korea
Kuwait
Latvia
Luxembourg
Malaysia
Mexico
Morocco
Netherlands
New Zealand
Nigeria
Norway
Pakistan
Panama
Peru
Philippines
Poland
Portugal
Romania
Russia
Saudi Arabia
Serbia
Singapore
Slovakia
Slovenia
South Africa
Spain
Sweden
Swiss
Taiwan
Thailand
Turkey
Ukrainian
Vietnam
Iraq
Grocery scraping FAQs
Major grocers in every key market — Walmart Grocery, Kroger, Target, Whole Foods, Amazon Fresh (US); Tesco, ASDA, Sainsbury's, Morrisons, Aldi, Lidl (UK); Woolworths, Coles, Aldi (Australia); BigBasket, JioMart, DMart, Amazon Fresh, Flipkart Grocery (India); Carrefour, Lulu, Spinneys (UAE); plus quick commerce across all markets.
Beyond standard pricing and stock: unit price (per kg/litre/each), pack size, weekly Specials cycle, loyalty-tier prices (Everyday Rewards, Clubcard, Nectar), private label tagging, nutrition info, allergens, ingredient lists, organic/dietary flags, and fresh/dairy refresh windows.
Yes — weekly Specials cycles (Tesco Clubcard Prices, Woolworths Wednesday refresh, Coles weekly catalogue) are captured with start/end dates and price-cut details. Catalogue items are matched to online listings.
Postcode / ZIP / pincode level wherever the retailer exposes location-based pricing. Store-level pricing is captured online where it's shown; in-store-only variations require physical store-level capture and are scoped per project.
Daily refresh standard. Specials refresh cadence ramps up automatically around weekly catalogue changes (Wednesdays in AU/UK, Sundays in many US grocers).