Cosme Reviews Scraper

Introduction

The Cosme Reviews Scraper is a powerful Apify Actor designed to extract detailed product reviews from Cosme.com, Japan's leading beauty and cosmetics review platform. It enables users to gather authentic customer feedback, ratings, and insights on a wide range of beauty products, making it an invaluable tool for market research, competitive analysis, and consumer sentiment tracking. By automating the collection of structured review data, this Actor saves time and provides reliable, actionable information for businesses and researchers alike.

Features

• Comprehensive Data Extraction: Scrapes full review details including ratings, titles, bodies, and metadata from product pages.
• High Reliability: Built with robust error handling to ensure consistent data retrieval even from dynamic web content.
• Customizable Limits: Allows setting item limits to control the volume of scraped reviews per page.
• Structured Output: Delivers clean, JSON-formatted data with translations and sentiment indicators for easy integration.
• Scalable Performance: Optimized for handling multiple URLs efficiently, supporting batch processing.
• Real-Time Crawling: Captures the latest reviews with timestamps, ensuring up-to-date insights.
• Multi-Language Support: Includes original text and translations for global accessibility.

Input Parameters

Parameter	Type	Required	Description	Example
urls	array	Yes	An array of URLs pointing to Cosme product pages from which to scrape reviews.	["https://www.cosme.com/products/detail.php?product_id=364120"]
itemLimit	integer	No	The maximum number of review items to scrape from each provided URL. Defaults to 10 if not specified.	10

Example Usage

Input

{
  "urls": ["https://www.cosme.com/products/detail.php?product_id=364120"],
  "itemLimit": 10
}

Output

[
  {
    "Product_Id": "364120",
    "Review_Id": null,
    "Rating": "7",
    "Title": null,
    "Body": "毛穴詰まりが完全に解消されることはありませんが、洗い流した後はすべすべになります！！化粧前にすると、メイクノリも良くなります。乾かさず、かといってオイリーになることもない…",
    "Sentiment": null,
    "Section": "",
    "Higher_Topic": null,
    "Granular_Topic": null,
    "Source": "Cosme",
    "Full_Review": "毛穴詰まりが完全に解消されることはありませんが、洗い流した後はすべすべになります！！化粧前にすると、メイクノリも良くなります。乾かさず、かといってオイリーになることもない…",
    "Review_Type": "Product Review",
    "Title_Trans": null,
    "Body_Trans": "毛穴詰まりが完全に解消されることはありませんが、洗い流した後はすべすべになります！！化粧前にすると、メイクノリも良くなります。乾かさず、かといってオイリーになることもない…",
    "Full_Review_Trans": "毛穴詰まりが完全に解消されることはありませんが、洗い流した後はすべすべになります！！化粧前にすると、メイクノリも良くなります。乾かさず、かといってオイリーになることもない…",
    "Product_Name_Trans": null,
    "Product_Segment": null,
    "Gender": "Unisex",
    "Product_Segment2": null,
    "Year_Quarter": "2025_Q4",
    "Sub_Brand": "",
    "Format": null,
    "Country": "Japan",
    "Date": "10-30-2025",
    "Product_Name": null,
    "Brand": "コスメデコルテ",
    "URL": "https://www.cosme.net/products/10271786/review/",
    "Crawled_Date": "10-30-2025"
  }
]

Use Cases

• Market Research: Analyze consumer preferences and trends in the beauty industry by collecting review data.
• Competitive Intelligence: Monitor competitor products and gather insights on strengths and weaknesses.
• Price Monitoring: Track product performance and customer satisfaction alongside pricing strategies.
• Content Aggregation: Build databases of user-generated content for blogs, reports, or social media.
• Academic Research: Study consumer behavior and sentiment in cosmetics for scholarly studies.
• Business Automation: Integrate review data into dashboards for automated reporting and decision-making.

Installation and Usage

1. Search for "Cosme Reviews Scraper" 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 as a JSON array of objects, each representing a scraped review. Key fields include Product_Id, Rating, Body (review text), Source, Review_Type, Gender, Country, Date, Brand, URL, and Crawled_Date. Translations are provided where available, and fields like Sentiment or Topics may be null if not applicable. This structured format ensures easy parsing and integration into analytics tools or databases.

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!

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