Cosme Reviews Scraper

Cosme Review Scraper

The Cosme Review Scraper is an Apify Actor that extracts detailed product review data from Cosme product pages. By providing a list of product URLs, users can retrieve structured review information, including ratings, review text, and metadata, in a clean JSON format. Ideal for beauty product research and sentiment analysis.

Input Parameters

The Actor accepts the following input parameters in JSON format:

Parameter	Type	Description
urls	Array	A list of Cosme product URLs to scrape reviews from (e.g., ["https://www.cosme.com/products/detail.php?product_id=371756"]).
proxyConfiguration	Object	Optional proxy settings (e.g., { "useApifyProxy": true }). Defaults to using Apify proxy for reliable scraping.

Example input:

{
  "urls": ["https://www.cosme.com/products/detail.php?product_id=371756"],
  "proxyConfiguration": { "useApifyProxy": true }
}

Features

• Detailed Review Extraction: Captures review data including ratings, review text, product details, and metadata like date and country.
• Structured JSON Output: Delivers data in a clean, easy-to-use JSON format for seamless integration.
• Proxy Support: Utilizes Apify's proxy capabilities for reliable and uninterrupted scraping.
• Multilingual Support: Handles reviews in Japanese with translated fields for broader accessibility.
• Scalable Processing: Efficiently processes multiple URLs in a single run, suitable for large-scale data collection.

Example Output

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

[
  {
    "Product_Id": "371756",
    "Review_Id": null,
    "Rating": "7",
    "Title": null,
    "Body": "スリムなコンパクトで持ち運びも楽々です。シアーで肌に馴染む透明感のある絶妙なカラーでとても良いです。美容家さんがおすすめしていて人気なのかずっと売り切れててやっと買えまし…",
    "Sentiment": null,
    "Section": "",
    "Higher_Topic": null,
    "Granular_Topic": null,
    "Source": "Cosme",
    "Full_Review": "スリムなコンパクトで持ち運びも楽々です。シアーで肌に馴染む透明感のある絶妙なカラーでとても良いです。美容家さんがおすすめしていて人気なのかずっと売り切れててやっと買えまし…",
    "Review_Type": "Product Review",
    "Title_Trans": null,
    "Body_Trans": "スリムなコンパクトで持ち運びも楽々です。シアーで肌に馴染む透明感のある絶妙なカラーでとても良いです。美容家さんがおすすめしていて人気なのかずっと売り切れててやっと買えまし…",
    "Full_Review_Trans": "スリムなコンパクトで持ち運びも楽々です。シアーで肌に馴染む透明感のある絶妙なカラーでとても良いです。美容家さんがおすすめしていて人気なのかずっと売り切れててやっと買えまし…",
    "Product_Name_Trans": null,
    "Product_Segment": null,
    "Gender": "Unisex",
    "Product_Segment2": null,
    "Year_Quarter": "2025_Q2",
    "Sub_Brand": "",
    "Format": null,
    "Country": "Japan",
    "Date": "06-23-2025",
    "Product_Name": null,
    "Brand": "ルナソル",
    "URL": "https://www.cosme.net/products/10201845/review/",
    "Crawled_Date": "06-29-2025"
  }
]

Use Cases

• Beauty Market Research: Analyze customer reviews on Cosme to understand preferences and trends in the beauty industry.
• Sentiment Analysis: Extract review data to perform sentiment analysis and gauge customer satisfaction with cosmetics.
• Competitive Analysis: Compare ratings and feedback across different brands or products on Cosme.
• Product Development: Identify customer feedback to improve beauty product formulations or marketing strategies.

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 "Cosme Review Scraper Support."

Thank you for using the Cosme Review Scraper!