Coles Review Scraper

Coles Review Scraper

The Coles Review Scraper is an Apify Actor designed to extract detailed product review data from Coles product pages. By providing a list of product URLs, users can retrieve structured review information, including ratings, review text, product details, and more, in a clean JSON format. This Actor is perfect for market research, sentiment analysis, and competitive analysis.

Input Parameters

The Actor accepts the following input parameters in JSON format:

Parameter	Type	Description
urls	Array	A list of Coles product URLs to scrape reviews from (e.g., ["https://www.coles.com.au/product/tip-top-muffins-english-original-400g-332394"]).
proxyConfiguration	Object	Optional proxy settings (e.g., { "useApifyProxy": true }). Defaults to using Apify proxy for reliable scraping.

Example input:

{
  "urls": ["https://www.coles.com.au/product/tip-top-muffins-english-original-400g-332394"],
  "proxyConfiguration": { "useApifyProxy": true }
}

Features

• Comprehensive Review Extraction: Retrieves detailed review data, including ratings, titles, review text, product details, and metadata like review date and country.
• Structured JSON Output: Returns data in a clean, easy-to-use JSON format for seamless integration into your workflows.
• Proxy Support: Leverages Apify's proxy capabilities to ensure reliable and uninterrupted scraping.
• Scalable and Efficient: Handles multiple URLs in a single run, making it suitable for both small and large-scale scraping tasks.

Example Output

The Actor returns a JSON array containing review details for each product. Below is an example output:

[
  {
    "Product_Id": "332394",
    "Review_Id": "1181882042",
    "Rating": 4,
    "Title": "smaller",
    "Body": "Getting smaller but still great for eggs",
    "Sentiment": null,
    "Section": "",
    "Higher_Topic": null,
    "Granular_Topic": null,
    "Source": "Bazaarvoice",
    "Full_Review": "smaller: Getting smaller but still great for eggs",
    "Review_Type": "Product Review",
    "Title_Trans": "smaller",
    "Body_Trans": "Getting smaller but still great for eggs",
    "Full_Review_Trans": "smaller: Getting smaller but still great for eggs",
    "Product_Name_Trans": "TIP TOP MUFFINS ORIGINAL ENGLISH 6 PACK",
    "Product_Segment": null,
    "Gender": "Male",
    "Product_Segment2": null,
    "Year_Quarter": "2025_Q1",
    "Sub_Brand": "",
    "Format": "",
    "Country": "Australia",
    "Date": "02-28-2025",
    "Product_Name": "TIP TOP MUFFINS ORIGINAL ENGLISH 6 PACK",
    "Brand": "Tip Top",
    "URL": "https://www.coles.com.au/product/tip-top-muffins-english-original-400g-332394",
    "Crawled_Date": "06-29-2025"
  }
]

Use Cases

• Market Research: Analyze customer feedback on Coles products to understand consumer preferences and trends.
• Competitive Analysis: Compare review ratings and sentiments across different brands or products sold on Coles.
• Product Development: Identify common customer complaints or suggestions to improve product offerings.
• Sentiment Analysis: Use review data to perform sentiment analysis and gauge customer satisfaction.

Support

For bug reports or custom needs, please contact us at support@getdataforme.com or use our contact form at https://getdataforme.com/contact/. Make sure to include a clear subject line in your message, such as "Coles Review Scraper Support."

Thank you for using the Coles Review Scraper!