coles · AU Grocery #1 · 800 Stores

Coles Product Data Scraper — Real-Time Australia #1 Grocery Data Across 800+ AU Stores

Production-grade Coles scraper for Australian CPG brands, FMCG enterprises, and AU grocery intelligence teams. AU #1 grocery (with Woolworths duopoly). Flybuys loyalty program (cross-AU retailers). Coles Finest premium PL + Coles standard + Smart Buy budget. 800+ AU stores. Liquorland + First Choice Liquor ecosystem.

Get 1,000 free sample records → View documentation

8+ AU CPG brands trust our Coles scraper

800+

AU stores

30K+

SKUs

99.3%

Success rate

< 1s

Response

GET /v2/coles/product?id=COL-348512

// Live Coles scraper response · AU

{
    "coles_id": "COL-348512",
    "product": {
    "title": "Vegemite Original Spread 220g",
    "brand": "Vegemite",
    "is_coles_brand": false,
    "is_australian_brand": true
    },
    "price": {
    "current_aud": 5.50,
    "flybuys_bonus_active": true
    },
    "scrape_meta": {"credits_used": 1, "response_time_ms": 487}
}

Status: 200 OK Response: 487ms

🇦🇺

8+ AU brandsTrust us for intel

📦

50M+ recordsCaptured & served

🏪

800 storesAU coverage

⚡

99.3% successProduction stable

🟡

FlybuysLoyalty tracked

Coles-native capabilities

Built specifically for Coles data complexity

Coles is AU #1 grocery (with Woolworths forming duopoly). 800+ AU stores. Flybuys loyalty program (cross-AU retailers including Kmart, Target, BWS). 3-tier Coles PL system (Finest premium, Coles standard, Smart Buy budget). Liquorland + First Choice Liquor adjacent. Critical for AU CPG brand strategy.

🇦🇺

AU Grocery #1

Coles dominates AU grocery (duopoly with Woolworths). Essential AU CPG intel.

UNIQUE

🟡

Flybuys loyalty

Cross-AU retailer loyalty program. Coles + Kmart + Target + BWS member dynamics.

UNIQUE

🏷️

3-tier Coles PL system

Coles Finest (premium) + Coles standard + Smart Buy (budget). Full PL hierarchy.

UNIQUE

💎

Coles Finest premium

Premium PL competes with imported gourmet brands. Strong AU premium intel.

PRO

🏬

800 AU store inventory

Per-store availability + Click & Collect dynamics across all 800 stores.

OMNICHANNEL

🍷

Liquorland ecosystem

Coles-owned Liquorland + First Choice Liquor. Liquor cross-pollination.

ECOSYSTEM

🥩

AU heritage brand depth

Vegemite, Tim Tams, Anchor, Bega — Australian heritage brands tracked.

NICHE

🌱

Coles Health & Wellness

Coles Naturals + Wellness range tracked. AU clean grocery trend.

TREND

🆕

Daily new arrivals

100+ new SKUs daily. Captured within 4 hours.

FAST

30+ pre-parsed fields

Every Coles field you'd ever need — pre-parsed and structured

No HTML scraping on your end. No fragile selectors. We return 30+ pre-parsed fields per product organized into logical categories. Add new fields anytime — we handle parsing.

Pre-parsed beats raw HTML — every time

Coles HTML structure changes frequently. Generic scrapers break on every redesign. We return clean JSON with stable field names. You build features, we handle parser maintenance — 24/7.

Pre-parsed fields

Across 7 categories · Updated weekly

🆔

Identity

coles_idurlsku_idgtin

📦

Product

titlebrandis_coles_brandcoles_pl_tieris_australian_brandcategory_path

💷

Pricing

current_audrrp_audflybuys_bonus_activeunit_price_per_100g

🏷️

Coles PL

is_coles_finestis_coles_standardis_smart_buy

🏬

Store Inventory

stores_available_countclick_collect_available

🍷

Liquorland

available_at_liquorlandliquorland_price_aud

⭐

Reviews

rating_valuereview_count

Coles categories covered

All 12+ Coles categories — single integration

From Vegemite to Tim Tams. From Coles Finest to Smart Buy. From fresh produce to AU heritage brands. From Flybuys to Liquorland. AU grocery catalog.

2K+🥛

Dairy

Coles + national, Bega

2K+🍞

Bakery

Coles bakery + Tip Top

3K+🥩

Meat & Seafood

Coles + national brands

3K+🍅

Fresh Produce

Coles Finest + organic

6K+🧴

Health & Beauty

Unilever, P&G, Coles

4K+🧼

Household

Persil, Omo, Coles

6K+🍿

Snacks

Arnott's, Tim Tams, Cadbury

5K+🥤

Beverages

Coca-Cola, Bundaberg, AU brands

3K+🍷

Liquor (via Liquorland)

Wine, beer, spirits

2K+🏷️

Coles Finest

Premium Coles PL

1.5K+💷

Smart Buy

Budget Coles PL

500+🇦🇺

AU Heritage Brands

Vegemite, Tim Tams, Bega

Sample scraper response

Real Coles product → structured JSON in <500ms

Below is an actual scraper response for a Coles product. Every field pre-parsed and ready to use.

FULL SCRAPER RESPONSE · Vegemite · Coles

{
  "coles_id": "COL-348512",
  "url": "https://www.coles.com.au/product/vegemite-original-spread-220g-COL-348512",
  "scraped_at": "2026-06-09T14:23:08Z",
  
  "product": {
    "title": "Vegemite Original Spread 220g",
    "brand": "Vegemite",
    "is_coles_brand": false,
    "is_australian_brand": true,
    "category_path": "Pantry > Spreads > Yeast Spreads",
    "gtin": "9300605000040"
  },
  
  "price": {
    "current_aud": 5.50,
    "rrp_aud": 6.00,
    "flybuys_bonus_active": true,
    "flybuys_bonus_points": 50,
    "unit_price_per_100g": 2.50
  },
  
  "coles_pl_competition": {
    "coles_finest_equivalent": {"exists": false},
    "coles_standard_equivalent": {
      "exists": true,
      "price_aud": 3.20,
      "savings_vs_vegemite": "42% cheaper"
    },
    "smart_buy_equivalent": {"exists": false}
  },
  
  "store_inventory": {
    "stores_available_count": 745,
    "click_collect_available": true
  },
  
  "rating": {"value": 4.8, "count": 1240},
  
  "scrape_meta": {"credits_used": 1, "response_time_ms": 487}
}

🟡 FLYBUYS — CROSS-AU RETAILER LOYALTY

AU's cross-retailer loyalty — Coles + Kmart + Target + BWS ecosystem

Flybuys is AU's largest cross-retailer loyalty program covering Coles + Kmart + Target + BWS + Liquorland. Members earn points across grocery + general merch + liquor. Unique AU loyalty dynamic creating ecosystem-wide pricing intelligence. Plus Coles 3-tier PL system (Finest + standard + Smart Buy). Critical for AU CPG brand strategy.

800+

AU stores

Cross-AU

Flybuys ecosystem

3-tier

PL system

🟡

Flybuys ecosystemCross-AU retailer loyalty intel — Coles + Kmart + Target + BWS combined.

🏷️

3-tier PL competitionColes Finest + standard + Smart Buy — full AU PL hierarchy.

🍷

Liquorland adjacentAU liquor ecosystem via Liquorland + First Choice Liquor.

AU duopoly demo

Same Vegemite SKU, Coles vs Woolworths — AU duopoly intel

AU grocery is Coles + Woolworths duopoly. Same Vegemite needs intel from both. Plus Coles 3-tier PL competition + Flybuys ecosystem dynamics.

Sample: Vegemite — AU grocery intel

Same Vegemite across Coles ecosystem + Flybuys events + PL competition. Track AU grocery duopoly dynamics.

🍞

Vegemite Original 220g

ID: COL-348512

Vegemite (AU Heritage)

🏷️

Vegemite at Coles

national brand

A$5.50

A$6.00-8%

✦ Coles pricing

🟡

Vegemite Flybuys

bonus active

A$5.50

A$6.00+50 pts

✦ Flybuys bonus

🏷️

Coles standard PL

PL competition

A$3.20

A$3.20MSRP

✦ 42% cheaper

🟢

Coles Health & Wellness

natural variant

A$6.20

A$6.20MSRP

Natural-leaning

🏬

Coles 745 stores

omnichannel

A$5.50

A$6.00C&C

Click & Collect

🟢

Coles Express (small)

urban format

A$5.99

A$5.99+9%

Smaller format

🟡

Flybuys 4x event

multiplier

A$5.50

A$6.00+200 pts

✦ Bonus event

🇦🇺

AU Heritage Flag

category-marked

A$5.50

A$6.00AUS

✦ AU heritage

Real-world use cases

What teams build with Coles data

Production workflows from real customers. Each generates measurable ROI within 60-90 days.

AU CPG

AU grocery intel

Unilever AU, P&G AU monitor Coles for AU duopoly intel + Flybuys dynamics.

💷AUD 1.4M margin protected

FLYBUYS

Loyalty ecosystem

Brand studies Flybuys cross-retailer ecosystem for own AU loyalty strategy.

🟡Strategy informed

PL DEFENSE

3-tier PL competition

AU brands (Arnott's, Cadbury AU) defend categories vs Coles Finest + standard + Smart Buy.

🛡️10% category defended

AU HERITAGE

AU heritage brand intel

Vegemite, Tim Tams, Bega track Coles positioning vs Coles PL alternatives.

🇦🇺AUD 420K AU heritage

LIQUOR

Liquor ecosystem

Liquor brand tracks Liquorland + First Choice Liquor + Coles liquor cross-pollination.

🍷Liquor strategy

CONSULTING

AU grocery reports

Consultancy delivers Coles + Woolworths intel to AU CPG brands monthly.

📊4 retainers

Who uses this Coles scraper

Built for Coles brands, retailers & intelligence teams

Real customer segments using our Coles scraper to drive revenue. Match yours? Get your free sample dataset to validate fit.

AU CPG GIANTS

Unilever AU, P&G AU, Nestlé AU

AU CPG giants need Coles as #1 AU grocery channel intel

Unilever AustraliaP&G AustraliaNestlé AustraliaMondelez AUColgate-Palmolive AUReckitt AU

Pain we solve:AU duopoly (Coles + Woolworths) requires both intel. Flybuys + 3-tier PL create complex pricing landscape.

Avg deal sizeAUD 4K-AUD 18K/mo

AU HERITAGE BRANDS

Australian Heritage Food Brands

AU heritage brands compete on Coles with strong cultural positioning

Vegemite (Bega)Arnott'sTim Tams (Mondelez)Bega CheeseBerri JuiceSPC Foods

Pain we solve:AU heritage brands need ongoing Coles positioning intel + PL competition tracking.

Avg deal sizeAUD 2K-AUD 10K/mo

GLOBAL AU

Global CPG in Australia

Multinational CPG brands need Coles for AU market intel

Coca-Cola AUPepsiCo AUMars AUKellogg's AUHeinz AUHershey's AU

Pain we solve:AU is high-value premium market. Need Coles Finest competition + Flybuys + AU heritage brand defense intel.

Avg deal sizeAUD 3K-AUD 15K/mo

COLES PL TEAMS

Internal Coles PL Teams

Coles internal PL teams need national brand intel for own positioning

Coles Finest TeamColes Standard TeamSmart Buy TeamColes Health & WellnessLiquorland Buyers

Pain we solve:Internal PL teams need national brand pricing intel + competitive PL across 3 tiers + Liquorland ecosystem.

Avg deal sizeAUD 3K-AUD 12K/mo

DTC AU FOOD

DTC + Better-for-You AU Food

DTC AU food brands target Coles for retail launch

Who Gives A CrapBrook & BayBondi WashDr. Bronner's AUMayver'sBare Bones AU

Pain we solve:Coles launch defines AU DTC food retail success. Need launch intel + Coles Finest competition.

Avg deal sizeAUD 1.5K-AUD 6K/mo

AU CONSULTING

AU Grocery Consultancies

AU consultancies need Coles data alongside Woolworths for AU grocery reports

Roy Morgan AUIBISWorldNielsenIQ AustraliaKantar AUInside Retail

Pain we solve:Need 50M+ historical Coles records + Flybuys + PL analysis for AU grocery market reports.

Avg deal sizeAUD 5K-AUD 20K/mo

How it works

From signup to first Coles scrape in 5 minutes

No sales calls. No 4-week onboarding. Get your access key in 2 minutes, make your first call in 5. Free 1,000 sample records to validate.

Get your access key

curl -X POST \ https://api.productdatascrape.com/v2/signup \ -d "email=you@brand.com" # Response: access key + 1,000 free records

Make your first scrape

Pass any Coles product URL or ID. Get pre-parsed JSON in <500ms.

curl https://api.productdatascrape.com/v2/coles/product \ -H "X-API-Key: $YOUR_KEY" \ -d '{ "url": "https://www.coles.com.au/product/..." }'

Scale to production

Bulk endpoint for 1,000s of SKUs. Webhooks for real-time updates. Dashboard for monitoring. Slack alerts on price drops.

# Bulk endpoint — 1,000 SKUs per call curl https://api.productdatascrape.com/v2/coles/bulk \ -H "X-API-Key: $YOUR_KEY" \ -d '{"ids": ["abc", "xyz", ...]}'

Questions, answered

Everything you need to know about our Coles scraper

Coles is AU #1 grocery retailer (in duopoly with Woolworths) with 800+ AU stores. Essential for AU CPG brand strategy + Flybuys loyalty intelligence.

Yes — Flybuys cross-AU retailer loyalty (Coles + Kmart + Target + BWS + Liquorland) tracked.

Yes — all 3 Coles PL tiers flagged separately with national brand equivalent pricing.

Yes — Liquorland + First Choice Liquor cross-pollination signals tracked.

Yes — per-store availability + Click & Collect dynamics across all AU locations.

Yes — Vegemite, Tim Tams, Bega, Arnott's all flagged as AU heritage brands.

Yes — Coles Naturals + Health & Wellness range tracked separately.

Default live fetch — fresh data under 1 second. Cache (1hr/6hr/24hr) available. Grocery inventory changes hourly — recommend live or 1hr cache.

1 credit per scrape request. Free tier: 1,000 credits/month — no credit card. Paid plans start at $49/month for 25,000 calls. CPG enterprise plans with bulk pricing.

Our scraper accesses publicly visible product listings using legitimate techniques. GDPR/CCPA compliant. 3+ years without legal issue across CPG enterprises.

Coles Product Data Scraper — Real-Time Australia #1 Grocery Data Across 800+ AU Stores

Built specifically for Coles data complexity

AU Grocery #1

Flybuys loyalty

3-tier Coles PL system

Coles Finest premium

800 AU store inventory

Liquorland ecosystem

AU heritage brand depth

Coles Health & Wellness

Daily new arrivals

Every Coles field you'd ever need — pre-parsed and structured

Pre-parsed beats raw HTML — every time

All 12+ Coles categories — single integration

Dairy

Bakery

Meat & Seafood

Fresh Produce

Health & Beauty

Household

Snacks

Beverages

Liquor (via Liquorland)

Coles Finest

Smart Buy

AU Heritage Brands

Real Coles product → structured JSON in <500ms

AU's cross-retailer loyalty — Coles + Kmart + Target + BWS ecosystem

Same Vegemite SKU, Coles vs Woolworths — AU duopoly intel

Sample: Vegemite — AU grocery intel

Vegemite Original 220g

What teams build with Coles data

AU grocery intel

Loyalty ecosystem

3-tier PL competition

AU heritage brand intel

Liquor ecosystem

AU grocery reports

Built for Coles brands, retailers & intelligence teams

Unilever AU, P&G AU, Nestlé AU

Australian Heritage Food Brands

Global CPG in Australia

Internal Coles PL Teams

DTC + Better-for-You AU Food

AU Grocery Consultancies

From signup to first Coles scrape in 5 minutes

Get your access key

Make your first scrape

Scale to production

Everything you need to know about our Coles scraper

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