Coles Review Scraper

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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:

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!