Sourcelane

Coles Scraper

E-commerce & Marketplaces

Operated by Sourcelane✓ verified

Search Coles Australia and scrape product prices, specials, unit prices, stock status, categories, nutrition, ingredients and allergens from search terms or category URLs.

Read full description

Scrapes Coles Australia (coles.com.au) for grocery product data, prices and specials by crawling search results, category pages, the weekly specials page and individual product pages; extracts comprehensive per-product records including current and previous pricing, savings and promotion labels, multibuy offers and unit pricing, availability and stock information, product identity and brand, images and category hierarchy (department/category/aisle/merchandise categories), and optional detailed product page data such as barcode (GTIN), ingredients, allergens, dietary claims, country of origin, storage instructions and nutrition panels (per 100g and per serve).

Verified Sep 28, 3:55 AM

$0.0012

per product

Up to 100 per call. Only pay for results returned; failed calls are refunded.

What people use it for

You give it

  • Search terms

    Product searches to run on coles.com.au, one per line (e.g.

  • Coles URLs

    Optional coles.com.au links to scrape: category pages, the specials page, search pages, or individual product…

Optional settings

Specials onlySort byInclude product detailsIn stock onlyMax products per search / URL

You get back

Text & content
Description
People & accounts
Name
Numbers & stats
SizePriceWas priceHalf priceMultibuy priceUnit priceUnit price label
Location
Country of origin
Links & media
URLImage URLImages
Other details
Query typeIDBrandSavingsOn salePromotion typePromotion labelMultibuy quantity+18 more

Trust & reliability

7d uptime trend
WindowUptimeSuccess ratep50p95Calls
24h————0
7d————0
30d————0

Calling contract

Call it through Sourcelane's gateway or MCP server. We run the connector, apply your agent's spend guardrails, and bill only the results returned.

Call it via Sourcelane

curl -X POST https://api.usesourcelane.com/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"coles-scraper","params":{"searchTerms":["milk"],"maxResultsPerQuery":5},"maxResults":10}'

Request params

FieldTypeRequiredDescription
searchTermsarrayoptionalProduct searches to run on coles.com.au, one per line (e.g. 'milk', 'coffee beans', 'nappies'). Each term is searched separately.
startUrlsarrayoptionalOptional coles.com.au links to scrape: category pages (https://www.coles.com.au/browse/dairy-eggs-fridge), the specials page (https://www.coles.com.au/on-special), search pages, or individual product pages.
specialsOnlybooleanoptionalOnly keep products that are currently on special. With no search terms or URLs this scrapes the whole Coles on-special catalogue.
sortBystringoptionalOrder of results within each search or category.
includeDetailsbooleanoptionalFetch each product's page for barcode (GTIN), ingredients, allergens, nutrition panel, country of origin and storage instructions. One extra request per product.
inStockOnlybooleanoptionalSkip products that are currently unavailable online.
maxResultsPerQueryintegeroptionalCap on products returned for each search term or URL. Set 0 for all matching products (the connector pages through the full result set). Capped at 100 per call.

Each result contains

FieldTypeDescription
querystringQuery
queryTypestringQuery Type
idstringId
namestringName
brandstringBrand
sizestringSize
descriptionstringDescription
urlstringUrl
imageUrlstringImage Url
imagesarrayImages
pricenumberPrice
wasPricenumberWas Price
savingsnumber—
onSaleboolean—
isHalfPriceboolean—
promotionTypestring—
promotionLabelstring—
multibuyQuantitynull—
multibuyPricenull—
unitPricenumber—
unitPriceLabelstring—
unitMeasurestring—
isAvailableboolean—
availabilityTypestring—
stockQuantityinteger—
isSponsoredboolean—
retailLimitinteger—
departmentstring—
categorystring—
subcategorystring—
aislestring—
merchandiseCategorystring—
merchandiseSubcategorystring—
ageRestrictedboolean—
gtinstring—
ingredientsstring—
allergensstring—
dietaryClaimsarray—
countryOfOriginstring—
storageInstructionsstring—

Use Coles Scraper from Claude, ChatGPT or Cursor

Pick your tool and connect in under a minute. Then just ask — for example: “Track the price of these 20 grocery items at Woolworths and Coles every week.”

Connect Claude

Web, desktop and mobile. One click, then confirm.

  1. 1Click Add to Claude — claude.ai opens with Sourcelane filled in
  2. 2Click Continue to confirm — it then works in Claude desktop and mobile too
Manual setup (config files, REST, Python) +

Claude Code

Adds the Sourcelane MCP server with your key as a header.

terminal
claude mcp add --transport http sourcelane https://api.usesourcelane.com/mcp \
  --header "Authorization: Bearer sl_live_your_agent_key"

Claude Desktop (config file)

Alternative to the connector URL: add to claude_desktop_config.json, then restart Claude.

claude_desktop_config.json
{
  "mcpServers": {
    "sourcelane": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://api.usesourcelane.com/mcp",
        "--header",
        "Authorization:${AUTH_HEADER}"
      ],
      "env": {
        "AUTH_HEADER": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

Cursor & Windsurf

Add to ~/.cursor/mcp.json (or Windsurf's mcp_config.json).

mcp.json
{
  "mcpServers": {
    "sourcelane": {
      "url": "https://api.usesourcelane.com/mcp",
      "headers": {
        "Authorization": "Bearer sl_live_your_agent_key"
      }
    }
  }
}

VS Code

Save as .vscode/mcp.json. VS Code prompts for your key once.

.vscode/mcp.json
{
  "servers": {
    "sourcelane": {
      "type": "http",
      "url": "https://api.usesourcelane.com/mcp",
      "headers": {
        "Authorization": "Bearer ${input:sourcelane-key}"
      }
    }
  },
  "inputs": [
    {
      "type": "promptString",
      "id": "sourcelane-key",
      "description": "Sourcelane agent key",
      "password": true
    }
  ]
}

ChatGPT Custom GPT (Actions)

Create a GPT → Actions → Import from URL, then Authentication: API Key, Bearer.

OpenAPI schema URL
https://usesourcelane.com/openapi.json

REST

One POST. Pass maxResults to cap cost.

curl
curl -X POST https://api.usesourcelane.com/v1/call \
  -H "Authorization: Bearer sl_live_your_agent_key" \
  -H "Content-Type: application/json" \
  -d '{"listing":"coles-scraper","params":{"searchTerms":["milk"],"maxResultsPerQuery":5},"maxResults":10}'

Python, LangChain, CrewAI, OpenAI Agents SDK…

Wrap the REST call as a tool, or point an MCP client at the endpoint.

python
import requests

res = requests.post(
    "https://api.usesourcelane.com/v1/call",
    headers={"Authorization": "Bearer sl_live_your_agent_key"},
    json={
        "listing": "coles-scraper",
        "params": {"searchTerms":["milk"],"maxResultsPerQuery":5},
        "maxResults": 10,
    },
    timeout=300,
)
body = res.json()
print(body["receipt"]["chargedMicros"], "micro-USD for", body["receipt"]["results"], "results")
print(body["data"])

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