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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.
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).