Chemistwarehouse Reviews Spider

Introduction

The Chemistwarehouse Reviews Spider is a powerful Apify Actor designed to scrape and extract customer reviews from Chemist Warehouse product pages. It provides structured data on product reviews, including ratings, titles, bodies, and additional metadata, enabling businesses and researchers to gain valuable insights into customer sentiment and product performance. This tool streamlines the process of collecting review data for analysis, market research, and competitive intelligence.

Features

• Comprehensive Review Extraction: Captures detailed review information such as ratings, titles, bodies, and timestamps from Chemist Warehouse product URLs.
• Structured Output: Delivers clean, JSON-formatted data with fields like sentiment analysis placeholders, product details, and source attribution.
• High Reliability: Built on Python Scrapy for robust web scraping, handling dynamic content and ensuring data accuracy.
• Scalable Performance: Processes multiple URLs efficiently, with built-in error handling for consistent results.
• Metadata Enrichment: Includes translated fields, product segments, and geographic data for enhanced analysis.
• Easy Integration: Outputs data in JSON, CSV, or Excel formats, compatible with various data processing tools.
• Customizable Inputs: Accepts a list of URLs for targeted scraping of specific products.

Input Parameters

Parameter	Type	Required	Description	Example
Urls	array	Yes	A list of URLs pointing to Chemist Warehouse product pages from which to extract reviews.	["https://www.chemistwarehouse.com.au/buy/143831/mineralyte-hydrate-hydration-drops-unflavoured-125ml-124-serves-2pack"]

Example Usage

Input JSON

{
  "Urls": [
    "https://www.chemistwarehouse.com.au/buy/143831/mineralyte-hydrate-hydration-drops-unflavoured-125ml-124-serves-2pack"
  ]
}

Output JSON

[
  {
    "Product_Id": "143831",
    "Review_Id": "1184204469",
    "Rating": 5,
    "Title": "Love that its sugar free and neutral taste",
    "Body": null,
    "Sentiment": null,
    "Section": "",
    "Higher_Topic": null,
    "Granular_Topic": null,
    "Source": "ChemistWarehouse",
    "Full_Review": "Love that its sugar free and neutral taste: None",
    "Review_Type": "Product Review",
    "Title_Trans": "Love that its sugar free and neutral taste",
    "Body_Trans": null,
    "Full_Review_Trans": "Love that its sugar free and neutral taste: None",
    "Product_Name_Trans": "Mineralyte Hydrate Hydration Drops Unflavoured 125Ml 124 Serves 2Pack",
    "Product_Segment": "Vitamins",
    "Gender": "Unisex",
    "Product_Segment2": "General",
    "Year_Quarter": "2025-Q2",
    "Sub_Brand": null,
    "Format": "Pants",
    "Country": "Australia",
    "Date": "04-05-2025",
    "Product_Name": "Mineralyte Hydrate Hydration Drops Unflavoured 125Ml 124 Serves 2Pack",
    "Brand": null,
    "URL": "https://www.chemistwarehouse.com.au/buy/143831/mineralyte-hydrate-hydration-drops-unflavoured-125ml-124-serves-2pack",
    "Crawled_Date": "01-14-2026"
  }
]

Use Cases

• Market Research and Analysis: Analyze customer feedback to identify trends in product popularity and satisfaction across health and wellness categories.
• Competitive Intelligence: Compare review data from Chemist Warehouse with competitors to benchmark performance and pricing strategies.
• Price Monitoring: Track product reviews alongside pricing data to understand value perceptions and optimize inventory.
• Content Aggregation: Collect and aggregate reviews for content creation, such as blog posts or social media campaigns.
• Academic Research: Gather data for studies on consumer behavior, sentiment analysis, and health product efficacy.
• Business Automation: Automate review extraction for dashboards, reports, or integration with CRM systems to enhance customer service.

Installation and Usage

1. Search for "Chemistwarehouse Reviews Spider" in the Apify Store
2. Click "Try for free" or "Run"
3. Configure input parameters
4. Click "Start" to begin extraction
5. Monitor progress in the log
6. Export results in your preferred format (JSON, CSV, Excel)

Output Format

The Actor outputs data in a JSON array of objects, each representing a single review. Key fields include Product_Id, Review_Id, Rating (1-5 scale), Title, Body, Sentiment (placeholder for analysis), Source, Full_Review, Review_Type, translated fields (Title_Trans, Body_Trans), Product_Name_Trans, Product_Segment, Gender, Country, Date, URL, and Crawled_Date. This structure ensures easy parsing and integration into databases or analysis tools, with null values indicating unavailable data.

Support

For custom/simplified outputs or bug reports, please contact:

• Email: support@getdataforme.com
• Subject line: "custom support"
• Contact form: https://getdataforme.com/contact/

We're here to help you get the most out of this Actor!