123WebData

Coles Australia Scraper

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EXAMPLE OUTPUT

See the data

Saved sample
urlhttps://www.coles.com.au/product/pauls-plus-protein-low-fat-milk-2l-1071070
product_id1071070
namePauls Plus Protein Low Fat Milk | 2L
price4.95
regular_price5.6
currencyAUD
in_stocktrue
sku1071070
gtin9310036073482
brandPauls
categorySpecialty Milk
breadcrumbs[ "Dairy, Eggs & Fridge", "Milk", "Specialty Milk" ]
main_imagehttps://shop.coles.com.au/wcsstore/Coles-CAS/images/1/0/7/1071070-zm.jpg
images[ "https://shop.coles.com.au/wcsstore/Coles-CAS/images/1/0/7/1071070-zm.jpg", "https://shop.coles.com.au/wcsstore/Coles-CAS/images/1/0/7/1071070_B-zm.jpg" ]
description
Our high protein low fat milk provides 18g of natural dairy protein per 300mL serve, offering a simple and tasty way to get more protein into your day. With only 1.3% fat and rich …
Our high protein low fat milk provides 18g of natural dairy protein per 300mL serve, offering a simple and tasty way to get more protein into your day. With only 1.3% fat and rich in calcium, it's an ideal choice for breakfast and perfect for smoothies. Our high protein low fat milk provides 18g of natural dairy protein per 300ml serve, offering a simple and tasty way to get more protein into your day. High protein Low fat milk Calcium rich 18g of protein per 300mL serve 1.3% fat Ideal for breakfast. Perfect for smoothies.

Ingredients
Low fat milk, milk solids.

Allergen
Contains Milk

Dimensions
260.00 x 102.00 x 102.00 mm

Storage instructions
Please keep refrigerated between 1C and 5C. Store in an upright position.

Warnings
Not suitable as a complete milk replacement for children under 2 years.

Nutritional information
Servings per package: 6.00
Serving size: 300ml
description_html
<p>Our high protein low fat milk provides 18g of natural dairy protein per 300mL serve, offering a simple and tasty way to get more protein into your day. With only 1.3% fat and ri…
<p>Our high protein low fat milk provides 18g of natural dairy protein per 300mL serve, offering a simple and tasty way to get more protein into your day. With only 1.3% fat and rich in calcium, it&#39;s an ideal choice for breakfast and perfect for smoothies. Our high protein low fat milk provides 18g of natural dairy protein per 300ml serve, offering a simple and tasty way to get more protein into your day. High protein Low fat milk Calcium rich 18g of protein per 300mL serve 1.3% fat Ideal for breakfast. Perfect for smoothies.</p><h2>Ingredients</h2><p>Low fat milk, milk solids.</p><h2>Allergen</h2><p>Contains Milk</p><h2>Dimensions</h2><p>260.00 x 102.00 x 102.00 mm</p><h2>Storage instructions</h2><p>Please keep refrigerated between 1C and 5C. Store in an upright position.</p><h2>Warnings</h2><p>Not suitable as a complete milk replacement for children under 2 years.</p><h2>Nutritional information</h2><p>Servings per package: 6.00</p><p>Serving size: 300ml</p>
size2L
attributes
{ "Ingredients": "Low fat milk, milk solids.", "Allergen": "Contains Milk", "Dimensions": "260.00 x 102.00 x 102.00 mm", "Storage instructions": "Please keep refrigerated b…
{
  "Ingredients": "Low fat milk, milk solids.",
  "Allergen": "Contains Milk",
  "Dimensions": "260.00 x 102.00 x 102.00 mm",
  "Storage instructions": "Please keep refrigerated between 1C and 5C. Store in an upright position.",
  "Warnings": "Not suitable as a complete milk replacement for children under 2 years.",
  "Country of origin": "Australian Milk",
  "Life guarantee": "Life 7 days min",
  "Nutrition - Serving size": "300ml",
  "Nutrition - Servings per package": "6.00",
  "Unit price": "$2.48/ 1L"
}
variants
[ { "attributes": { "size": "400mL" }, "price": 4.6, "sku": "1043596" }, { "attributes": { "size": "400mL" }, "price": 4.6, "sku":…
[
  {
    "attributes": {
      "size": "400mL"
    },
    "price": 4.6,
    "sku": "1043596"
  },
  {
    "attributes": {
      "size": "400mL"
    },
    "price": 4.6,
    "sku": "1043600"
  },
  {
    "attributes": {
      "size": "150g"
    },
    "price": 3.15,
    "sku": "1145530"
  },
  {
    "attributes": {
      "size": "400mL"
    },
    "price": 4.6,
    "sku": "1439917"
  },
  {
    "attributes": {
      "size": "400mL"
    },
    "price": 4.6,
    "sku": "1439928"
  },
  {
    "attributes": {
      "size": "150g"
    },
    "price": 3.15,
    "sku": "1756614"
  },
  {
    "attributes": {
      "size": "160g"
    },
    "price": 3.15,
    "sku": "1784926"
  },
  {
    "attributes": {
      "size": "160g"
    },
    "price": 3.15,
    "sku": "7657477"
  },
  {
    "attributes": {
      "size": "160g"
    },
    "price": 3.15,
    "sku": "7657513"
  },
  {
    "attributes": {
      "size": "160g"
    },
    "price": 3.15,
    "sku": "7657535"
  },
  {
    "attributes": {
      "size": "160g"
    },
    "price": 3.15,
    "sku": "7738750"
  },
  {
    "attributes": {
      "size": "160g"
    },
    "price": 3.15,
    "sku": "7738761"
  },
  {
    "attributes": {
      "size": "150g"
    },
    "price": 3.15,
    "sku": "8474520"
  },
  {
    "attributes": {
      "size": "150g"
    },
    "price": 3.15,
    "sku": "8474541"
  },
  {
    "attributes": {
      "size": "150g"
    },
    "price": 3.15,
    "sku": "8474585"
  },
  {
    "attributes": {
      "size": "160g"
    },
    "price": 3.15,
    "sku": "9332746"
  },
  {
    "attributes": {
      "size": "150g"
    },
    "price": 3.15,
    "sku": "9961967"
  }
]
canonical_urlhttps://www.coles.com.au/product/pauls-plus-protein-low-fat-milk-2l-1071070
scraped_at2026-08-19T18:16:33.759Z

Collect structured grocery product data from Coles Australia product and category URLs.

Issues and feature requests

If you encounter an issue or need a field added, open an issue on the Actor page or write to hello@123webdata.com.

Output Example (simplified)

The overview shows the most useful fields in a table. Product images are displayed as thumbnails when the website provides them.

Image Product URL Product ID Product name Current price Regular price Currency In stock Brand Scraped at
https://www.coles.com.au/product/pauls-plus-protein-low-fat-milk-2l-1071070 1071070 Pauls Plus Protein Low Fat Milk | 2L 4.95 5.6 AUD true Pauls 2026-08-19T18:16:33.759Z

How to scrape supported list pages

This Actor accepts individual product links in productUrls. It accepts category pages in categoryUrls.

  1. Open a supported list page in your browser.
  2. Choose a category you need.
  3. Copy the final URL from the address bar and paste it into categoryUrls.

The Actor follows the products shown on that page.

Features

  • Scrapes detailed grocery product information from Coles Australia product pages
  • Accepts individual product URLs and category pages
  • Lets you limit the number of saved products and choose whether to continue through additional result pages
  • Returns structured prices, availability, ingredients and nutrition, product images, and size options for viewing, export, and analysis

Pricing

This Actor uses pay-per-event pricing. Its running costs are included.

  • Actor start: $0.02 once per run — One fixed charge for starting a run.
  • Result: $0.00089 each ($0.89 per 1,000) — A product record collected directly from a supported list page.
  • Product detail: $0.00199 each ($1.99 per 1,000) — A full product record collected from its product page.

The start charge applies once per run. Each saved product is charged either as a Result or a Product detail, never both.

Results in one run Result Product detail
100 $0.11 $0.22
1,000 $0.91 $2.01

Apify's Free plan currently includes $5 in monthly usage credits. If the full $5 is available for this Actor, one run covers about 5,595 Results or 2,502 Product details. Other Apify usage reduces the available credit.

Input

The Actor accepts the following input parameters:

Field Type Description
productUrls array Product URLs to scrape
categoryUrls array Supported list pages: category pages
maxResultsPerScrape integer Maximum number of product records to save
usePagination boolean Whether to continue through additional result pages
scrapeProductDetails boolean Enabled returns Product detail records with the product-page fields listed below. Disabled returns Result records with the list-level fields.

What data you get in each mode

Every saved product is stored as one record. scrapeProductDetails decides which mode you receive; the lists below name every field each mode can return. A field is empty when the website does not show that information.

Result

A list-level product record with 17 declared fields:

url, product_id, name, price, regular_price, currency, in_stock, sku, brand, size, main_image, images, category, breadcrumbs, attributes, canonical_url, scraped_at

Product detail

A full product record with 21 declared fields:

url, product_id, name, price, regular_price, currency, in_stock, sku, gtin, brand, category, breadcrumbs, main_image, images, description, description_html, size, attributes, variants, canonical_url, scraped_at

Output Example (full)

The Actor stores one structured record per product. Card-only records contain only fields available on the list; detail-only fields are omitted.

{
  "url": "https://www.coles.com.au/product/pauls-plus-protein-low-fat-milk-2l-1071070",
  "product_id": "1071070",
  "name": "Pauls Plus Protein Low Fat Milk | 2L",
  "price": 4.95,
  "regular_price": 5.6,
  "currency": "AUD",
  "in_stock": true,
  "sku": "1071070",
  "gtin": "9310036073482",
  "brand": "Pauls",
  "category": "Specialty Milk",
  "breadcrumbs": [
    "Dairy, Eggs & Fridge",
    "Milk",
    "Specialty Milk"
  ],
  "main_image": "https://shop.coles.com.au/wcsstore/Coles-CAS/images/1/0/7/1071070-zm.jpg",
  "images": [
    "https://shop.coles.com.au/wcsstore/Coles-CAS/images/1/0/7/1071070-zm.jpg",
    "https://shop.coles.com.au/wcsstore/Coles-CAS/images/1/0/7/1071070_B-zm.jpg"
  ],
  "description": "Our high protein low fat milk provides 18g of natural dairy protein per 300mL serve, offering a simple and tasty way to get more protein into your day. With only 1.3% fat and rich in calcium, it's an ideal choice for breakfast and perfect for smoothies. Our high protein low fat milk provides 18g of natural dairy protein per 300ml serve, offering a simple and tasty way to get more protein into your day. High protein Low fat milk Calcium rich 18g of protein per 300mL serve 1.3% fat Ideal for breakfast. Perfect for smoothies.\n\nIngredients\nLow fat milk, milk solids.\n\nAllergen\nContains Milk\n\nDimensions\n260.00 x 102.00 x 102.00 mm\n\nStorage instructions\nPlease keep refrigerated between 1C and 5C. Store in an upright position.\n\nWarnings\nNot suitable as a complete milk replacement for children under 2 years.\n\nNutritional information\nServings per package: 6.00\nServing size: 300ml",
  "description_html": "<p>Our high protein low fat milk provides 18g of natural dairy protein per 300mL serve, offering a simple and tasty way to get more protein into your day. With only 1.3% fat and rich in calcium, it&#39;s an ideal choice for breakfast and perfect for smoothies. Our high protein low fat milk provides 18g of natural dairy protein per 300ml serve, offering a simple and tasty way to get more protein into your day. High protein Low fat milk Calcium rich 18g of protein per 300mL serve 1.3% fat Ideal for breakfast. Perfect for smoothies.</p><h2>Ingredients</h2><p>Low fat milk, milk solids.</p><h2>Allergen</h2><p>Contains Milk</p><h2>Dimensions</h2><p>260.00 x 102.00 x 102.00 mm</p><h2>Storage instructions</h2><p>Please keep refrigerated between 1C and 5C. Store in an upright position.</p><h2>Warnings</h2><p>Not suitable as a complete milk replacement for children under 2 years.</p><h2>Nutritional information</h2><p>Servings per package: 6.00</p><p>Serving size: 300ml</p>",
  "size": "2L",
  "attributes": {
    "Ingredients": "Low fat milk, milk solids.",
    "Allergen": "Contains Milk",
    "Dimensions": "260.00 x 102.00 x 102.00 mm",
    "Storage instructions": "Please keep refrigerated between 1C and 5C. Store in an upright position.",
    "Warnings": "Not suitable as a complete milk replacement for children under 2 years.",
    "Country of origin": "Australian Milk",
    "Life guarantee": "Life 7 days min",
    "Nutrition - Serving size": "300ml",
    "Nutrition - Servings per package": "6.00",
    "Unit price": "$2.48/ 1L"
  },
  "variants": [
    {
      "attributes": {
        "size": "400mL"
      },
      "price": 4.6,
      "sku": "1043596"
    },
    {
      "attributes": {
        "size": "400mL"
      },
      "price": 4.6,
      "sku": "1043600"
    },
    {
      "attributes": {
        "size": "150g"
      },
      "price": 3.15,
      "sku": "1145530"
    },
    {
      "attributes": {
        "size": "400mL"
      },
      "price": 4.6,
      "sku": "1439917"
    },
    {
      "attributes": {
        "size": "400mL"
      },
      "price": 4.6,
      "sku": "1439928"
    },
    {
      "attributes": {
        "size": "150g"
      },
      "price": 3.15,
      "sku": "1756614"
    },
    {
      "attributes": {
        "size": "160g"
      },
      "price": 3.15,
      "sku": "1784926"
    },
    {
      "attributes": {
        "size": "160g"
      },
      "price": 3.15,
      "sku": "7657477"
    },
    {
      "attributes": {
        "size": "160g"
      },
      "price": 3.15,
      "sku": "7657513"
    },
    {
      "attributes": {
        "size": "160g"
      },
      "price": 3.15,
      "sku": "7657535"
    },
    {
      "attributes": {
        "size": "160g"
      },
      "price": 3.15,
      "sku": "7738750"
    },
    {
      "attributes": {
        "size": "160g"
      },
      "price": 3.15,
      "sku": "7738761"
    },
    {
      "attributes": {
        "size": "150g"
      },
      "price": 3.15,
      "sku": "8474520"
    },
    {
      "attributes": {
        "size": "150g"
      },
      "price": 3.15,
      "sku": "8474541"
    },
    {
      "attributes": {
        "size": "150g"
      },
      "price": 3.15,
      "sku": "8474585"
    },
    {
      "attributes": {
        "size": "160g"
      },
      "price": 3.15,
      "sku": "9332746"
    },
    {
      "attributes": {
        "size": "150g"
      },
      "price": 3.15,
      "sku": "9961967"
    }
  ],
  "canonical_url": "https://www.coles.com.au/product/pauls-plus-protein-low-fat-milk-2l-1071070",
  "scraped_at": "2026-08-19T18:16:33.759Z"
}

Use Cases

  • Monitor grocery prices and previous-price promotions
  • Compare package sizes and related product options
  • Build ingredient, nutrition, and grocery assortment datasets

Integrate with AI and automation

Use with AI through MCP

Connect your AI assistant to the Apify MCP server. It can discover and run Actors, then access the results in the same conversation. For example, ask your assistant to scrape a list of products from Coles Australia, compare prices, or summarize the collected data.

Run on a schedule

After one successful run, use Apify Schedules to repeat the same task hourly, daily, weekly, or with a custom cron schedule. Saved tasks are useful when you want to keep the same URLs and settings for every run.

Connect with n8n

Create an n8n account and add the verified Apify node to a workflow. Choose Run an Actor and Get Dataset when the workflow should start this Actor, wait for completion, and receive the product rows for the next node. See the Apify integration for n8n.

Connect with Make

Create a Make account and add the Apify Run an Actor module. Follow it with Get Dataset Items to pass the product rows to Google Sheets, a database, email, or another Make module. For longer runs, use Watch Actor Runs followed by Get Dataset Items.

Read the Make integration guide.

Input schema 
{
  "title": "Coles Australia Scraper Input",
  "type": "object",
  "schemaVersion": 1,
  "properties": {
    "productUrls": {
      "title": "Product URLs",
      "type": "array",
      "description": "Product URLs on Coles Australia.",
      "prefill": [
        "https://www.coles.com.au/product/coles-full-cream-milk-600ml-6759482"
      ],
      "default": [],
      "editor": "stringList"
    },
    "categoryUrls": {
      "title": "Category URLs",
      "type": "array",
      "description": "Category URLs on Coles Australia.",
      "prefill": [
        "https://www.coles.com.au/browse/dairy-eggs-fridge/milk"
      ],
      "default": [],
      "editor": "stringList"
    },
    "maxResultsPerScrape": {
      "title": "Maximum results",
      "type": "integer",
      "description": "Maximum number of product records to save.",
      "default": 20,
      "minimum": 1,
      "maximum": 100000
    },
    "usePagination": {
      "title": "Use pagination",
      "type": "boolean",
      "description": "Enqueue the bounded pagination lookahead exposed by this actor.",
      "default": true
    },
    "scrapeProductDetails": {
      "title": "Include product details",
      "type": "boolean",
      "default": true,
      "description": "Enabled returns Product detail records with the product-page fields listed in the README. Disabled returns Result records with the list-level fields."
    }
  }
}
Output schema 
{
  "actorSpecification": 1,
  "fields": {
    "type": "object",
    "additionalProperties": false,
    "properties": {
      "url": {
        "type": [
          "string",
          "null"
        ],
        "format": "uri"
      },
      "product_id": {
        "type": [
          "string",
          "null"
        ],
        "description": "Stable source-side product identifier."
      },
      "name": {
        "type": [
          "string",
          "null"
        ]
      },
      "price": {
        "type": [
          "number",
          "null"
        ]
      },
      "regular_price": {
        "type": [
          "number",
          "null"
        ]
      },
      "currency": {
        "type": [
          "string",
          "null"
        ],
        "description": "ISO 4217 currency code."
      },
      "in_stock": {
        "type": [
          "boolean",
          "null"
        ]
      },
      "sku": {
        "type": [
          "string",
          "null"
        ]
      },
      "gtin": {
        "type": [
          "string",
          "null"
        ]
      },
      "brand": {
        "type": [
          "string",
          "null"
        ]
      },
      "category": {
        "type": [
          "string",
          "null"
        ]
      },
      "breadcrumbs": {
        "type": "array",
        "items": {
          "type": "string"
        }
      },
      "main_image": {
        "type": [
          "string",
          "null"
        ],
        "format": "uri"
      },
      "images": {
        "type": "array",
        "items": {
          "type": "string",
          "format": "uri"
        }
      },
      "description": {
        "type": [
          "string",
          "null"
        ]
      },
      "description_html": {
        "type": [
          "string",
          "null"
        ],
        "description": "Sanitized rich-text product description with structural HTML only."
      },
      "size": {
        "type": [
          "string",
          "null"
        ]
      },
      "attributes": {
        "type": "object",
        "description": "Additional source product attributes."
      },
      "variants": {
        "type": "array",
        "description": "Known purchasable variants with only meaningful variant-specific values.",
        "items": {
          "type": "object",
          "additionalProperties": false,
          "properties": {
            "attributes": {
              "type": "object"
            },
            "availability": {
              "type": [
                "string",
                "null"
              ]
            },
            "currency": {
              "type": [
                "string",
                "null"
              ]
            },
            "name": {
              "type": [
                "string",
                "null"
              ]
            },
            "price": {
              "type": [
                "number",
                "null"
              ]
            },
            "sku": {
              "type": [
                "string",
                "null"
              ]
            },
            "url": {
              "type": [
                "string",
                "null"
              ],
              "format": "uri"
            }
          }
        }
      },
      "canonical_url": {
        "type": [
          "string",
          "null"
        ],
        "format": "uri"
      },
      "scraped_at": {
        "type": "string",
        "format": "date-time"
      }
    },
    "required": [
      "url",
      "name"
    ]
  },
  "views": {
    "overview": {
      "title": "Overview",
      "transformation": {
        "fields": [
          "main_image",
          "url",
          "product_id",
          "name",
          "price",
          "regular_price",
          "currency",
          "in_stock",
          "brand",
          "scraped_at"
        ]
      },
      "display": {
        "component": "table",
        "properties": {
          "main_image": {
            "label": "Image",
            "format": "image"
          },
          "url": {
            "label": "Product URL",
            "format": "link"
          },
          "product_id": {
            "label": "Product ID",
            "format": "text"
          },
          "name": {
            "label": "Product name",
            "format": "text"
          },
          "price": {
            "label": "Current price",
            "format": "number"
          },
          "regular_price": {
            "label": "Regular price",
            "format": "number"
          },
          "currency": {
            "label": "Currency",
            "format": "text"
          },
          "in_stock": {
            "label": "In stock",
            "format": "boolean"
          },
          "brand": {
            "label": "Brand",
            "format": "text"
          },
          "scraped_at": {
            "label": "Scraped at",
            "format": "datetime"
          }
        }
      }
    }
  }
}
CUSTOM REQUIREMENTS

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