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E-commerce data scraping in Canada — coast-to-coast retailer coverage
Canada has its own retail dynamics — Loblaws and Sobeys grocery duopoly, Canadian Tire across categories, Shoppers Drug Mart leading pharmacy, plus mandatory French listings in Quebec. CAD-native pricing, bilingual EN+FR capture, province-aware.
Canada's retailers — all major and regional, covered.
From grocery duopoly to Canadian Tire's category breadth to Shoppers Drug Mart.
Amazon.ca
Canada's marketplace leader. Prime Canada, FBA Canada, full Amazon dynamics in CAD.
Walmart Canada
Walmart Canada including 1P + Marketplace 3P, in-store pickup, postcode-level.
Loblaws Cos. (Loblaw)
Loblaws, No Frills, Real Canadian Superstore, Provigo — PC Optimum loyalty.
Sobeys / Empire
Sobeys, Safeway, IGA, FreshCo — Scene+ loyalty, Voila quick delivery.
Metro · Save-On-Foods
Metro (ON, QC) and Save-On-Foods (Western Canada) — regional leaders.
Canadian Tire
Iconic Canadian retailer — auto, hardware, sports, home, with Triangle Rewards.
Best Buy Canada
Electronics & appliances leader. Heavy weekly flyer activity, Boxing Day peaks.
Shoppers Drug Mart
Canada's pharmacy leader (Loblaw-owned). PC Optimum, beauty boutique.
Home Hardware · RONA · Lowes
Home improvement & hardware — Home Hardware Canadian co-op, RONA, Lowes CA.
What makes Canadian e-commerce data different.
Bilingual mandates, province-level pricing, loyalty programmes — modelled correctly.
EN + FR bilingual capture
Quebec requires French listings; many retailers run fully bilingual. We capture both languages and cross-match SKUs across them.
Province-level pricing
ON / QC / BC / AB pricing differences captured where retailers show them. Quebec-specific assortment tracked separately.
Loyalty-tier breakdown
PC Optimum (Loblaw / Shoppers), Scene+ (Sobeys), Triangle Rewards (Canadian Tire) member prices tagged separately.
CAD-native, tax-aware
Prices captured in CAD pre-tax as retailers display. GST/HST/PST/QST variations noted but not applied unless requested.
The events that move Canadian e-commerce.
Capture cadence ramps automatically around each.
Easter / spring sales
Spring promotions in fashion, home, garden categories.
Canada Day sales
National holiday promotions, especially in patriotic categories and electronics.
Back to School
Stationery, electronics, fashion peak season for kids/teens.
Black Friday / Cyber Monday
Now major in Canada, mirroring US patterns. Multi-week extended promos.
Boxing Day / Boxing Week
Single biggest retail event in Canada. Multi-day clearance extending into January.
Grocery flyers
Most Canadian grocers refresh weekly flyers on Thursdays; we ramp cadence around it.
What CA brands & retailers do with this data.
Grocery duopoly parity
Loblaws vs Sobeys (vs Metro) pricing audits — standard AU/CA FMCG use case.
PC Optimum / Scene+ audit
Loyalty-tier prices breaking MAP on hero SKUs? Tracked separately.
Boxing Day planning
Historical Boxing Day discount patterns — plan next year's stance.
Quebec-specific assortment
Are your SKUs available in QC retailers? French listings up to standard?
Canadian Tire cross-cat tracking
Canadian Tire's category breadth means many brands compete with it directly.
Province-level OOS
Postcode-level OOS detection on hero SKUs across grocery chains.
Pharmacy parity
Shoppers vs London Drugs vs Rexall for health & beauty brands.
Amazon.ca vs US parity
Compare CA Amazon prices vs US Amazon for the same model — cross-border price audits.
Flyer-to-online match
Items shown in weekly print flyers but missing online? Find the gap.
From brief to Canada dataset in 24 hours.
Send scope
SKU list, retailers, provinces, refresh frequency, EN/FR bilingual needs.
Free sample
Within 24 hours, sample with EN+FR fields and CAD-native pricing.
Production pipeline
QA'd pipeline with Thursday flyer ramp + Boxing Day cadence scaling.
Run & iterate
Scheduled refreshes with monitoring, ET scheduling, named delivery lead.
Canada data scraping FAQs
Marketplaces: Amazon.ca, Walmart Canada, Best Buy Canada, Costco Canada, Indigo, eBay Canada. Grocery: Loblaws, Sobeys, Metro, No Frills, Real Canadian Superstore, Save-On-Foods. Home/Hardware: Canadian Tire, Home Hardware, RONA, Lowes Canada. Pharmacy: Shoppers Drug Mart, London Drugs, Rexall. Plus quick commerce (Voila, PC Express, Instacart) and Quebec-specific retailers.
Yes — Quebec requires French-language listings, and many Canadian retailers run bilingual sites. We capture both languages and cross-match SKUs.
Province-level (Ontario, Quebec, BC, Alberta, etc.) pricing differences are captured where retailers expose them. Tax differences (GST/HST/PST/QST) are noted but prices are captured pre-tax as retailers typically display.
Yes — Black Friday (now major in Canada), Cyber Monday, Boxing Day (Dec 26 onwards), Boxing Week and Canada Day sales are captured with start/end timestamps and full pricing history.
All prices in CAD natively (no FX conversion). Timestamps in ET (Eastern Time, UTC-5/-4) by default; PT (Pacific), MT (Mountain) and AT (Atlantic) supported on request.