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E-commerce data scraping in Australia — Woolies, Coles, JB Hi-Fi
Australian retail runs on weekly Specials cycles (Wednesday refresh for Woolies and Coles), loyalty programmes (Everyday Rewards, Flybuys), and a concentrated retailer landscape. We model these dynamics — AUD-native, AEST/AEDT scheduled, weekly catalogue-aware.
Australia's retailer concentration — all covered.
From the duopoly grocers to category specialists, plus marketplaces and D2C.
Woolworths
Australia's largest grocer. Wednesday Specials cycle, Everyday Rewards, Macro & Essentials private labels.
Coles
The other half of the duopoly. Wednesday Specials, Flybuys loyalty, Coles & Curated private labels.
Aldi · IGA
Aldi: Special Buys cycles. IGA: independent supermarket network with regional pricing.
JB Hi-Fi
AU electronics leader. Heavy weekly catalogue activity, EOFY/Boxing Day peaks.
Harvey Norman · The Good Guys
Electronics + appliances + furniture. Franchise model with store-level variation.
Bunnings
Hardware & home improvement leader. Lowest-price guarantee, weekly specials.
Kmart · Big W · Target AU
Discount department stores. Strong own-brand presence, weekly deals.
Chemist Warehouse · Priceline
AU's pharmacy giants. Loyalty pricing, OneCard, member-exclusive deals.
Amazon.com.au · Catch · Kogan
Marketplace presence growing — Amazon AU, Catch (Wesfarmers-owned), Kogan.
What makes AU e-commerce data different.
The duopoly, Wednesday cycle, loyalty layers, EOFY calendar — modelled correctly.
Wednesday catalogue cycle
Woolies and Coles refresh their Specials catalogues every Wednesday. Our capture cadence ramps up around this window, automatically.
Loyalty-tier pricing
Everyday Rewards, Flybuys, OneCard member prices tagged separately so MAP / pricing audits catch silent member-tier violations.
Duopoly parity tracking
Woolies vs Coles parity audits are the #1 use case for AU FMCG brands — built-in cross-reference SKU matching for the duopoly.
EOFY-aware calendar
End of Financial Year (Jun–Jul) is uniquely Australian and major. Plus Black Friday + Boxing Day + Click Frenzy windows all tracked.
The events that move Australian e-commerce.
Capture cadence ramps automatically around each.
Woolies / Coles Specials
Weekly Specials catalogue refresh. The single most important AU retail signal.
Click Frenzy main event
Australia's signature online sale event (multi-day across major retailers).
EOFY sales
End of Financial Year — major sale season across electronics, fashion, home.
Black Friday / Cyber Monday
Now a major AU event — aggressive electronics & fashion discounts.
Boxing Day & January sales
Boxing Day is the biggest single shopping day in AU. Multi-week clearance follows.
Click Frenzy mini events
Mayhem, Frenzy 7s and themed events distributed across the year.
What AU brands & retailers do with this data.
Woolies vs Coles parity
The classic AU FMCG audit — cross-duopoly pricing and Specials alignment.
Loyalty-tier MAP audit
Member-tier prices on Everyday Rewards / Flybuys breaking MAP? Caught separately.
EOFY planning
Historical EOFY discount patterns to plan upcoming June–July strategy.
Click Frenzy positioning
What do competitors do during Frenzy events? Track and plan accordingly.
JB Hi-Fi competitor scan
Hourly price-drops on electronics for brands competing on JB.
Private label benchmarking
Macro, Essentials, Coles brand — how they price vs your portfolio.
Pharmacy parity
Chemist Warehouse vs Priceline vs Amcal for health & beauty brands.
Bunnings monitoring
Lowest-price-guarantee category leader — how does your SKU sit there?
Postcode-level OOS
OOS detection by postcode for hero SKUs across Woolies and Coles.
From brief to Australia dataset in 24 hours.
Send scope
SKU list, retailers, states, refresh frequency, sale-event ramp needs.
Free sample
Within 24 hours, sample with Wednesday Specials and loyalty-tier data.
Production pipeline
QA'd pipeline with Wednesday cadence ramp + EOFY/Boxing Day scaling configured.
Run & iterate
Scheduled refreshes with monitoring, AEST/AEDT scheduling, named delivery lead.
Australia data scraping FAQs
Grocery: Woolworths, Coles, Aldi, IGA. Electronics: JB Hi-Fi, Harvey Norman, The Good Guys, Officeworks. Home: Bunnings, Kmart, Big W, Target Australia. Pharmacy/beauty: Chemist Warehouse, Priceline, Mecca. Marketplaces: Amazon Australia, Catch, Kogan, eBay AU, plus quick commerce arms and D2C storefronts.
Woolworths refreshes Specials every Wednesday. Coles refreshes Wednesday too. Aldi has different cycles for Special Buys. Our capture cadence ramps up around Wednesday for grocery specifically — the most important AU grocery signal.
Yes — Woolworths Everyday Rewards, Coles Flybuys, Chemist Warehouse OneCard and similar member-tier prices are tagged separately so MAP / pricing audits don't miss member-only violations.
Yes — Black Friday (Nov), Cyber Monday, Boxing Day (Dec 26–Jan), EOFY (Jun–Jul) and other major AU sale events are tracked with start/end timestamps and full pricing history.
All prices in AUD natively (no FX conversion). Timestamps in AEST/AEDT (Sydney) by default; other timezones (AWST Perth, ACST Adelaide) supported on request.