Tokopedia Parser Spider

Tokopedia Parser Spider

The Tokopedia Parser Spider is an Apify Actor that scrapes customer reviews from Tokopedia product pages. By providing product URLs, users can extract detailed review data, including ratings, titles, and product details, for sentiment analysis or market research.

Input Parameters

The Actor requires a JSON input with the following parameter:

Parameter	Type	Description	Default
Urls	Array	List of Tokopedia product page URLs to scrape reviews from.	[]

Example Input

{
  "Urls": [
    "https://www.tokopedia.com/oxwalker/sepatu-boots-kulit-pria-oxwalker-paul-hitam-shoes-black-pantofel-1729764792749884922"
  ]
}

Features

• Detailed Review Extraction: Captures review IDs, ratings, titles, review text, and product metadata.
• Structured JSON Output: Delivers clean, organized data for easy integration into analysis tools.
• Scalable URL Processing: Supports multiple URLs for batch scraping of review data.
• Robust Error Handling: Ensures consistent performance on dynamic Tokopedia pages.
• Comprehensive Metadata: Includes product segments, brands, and dates for enhanced insights.

Output

The Actor outputs an array of review objects in JSON format, each containing comprehensive review details.

Example Output

[
  {
    "Product_Id": "100072445737",
    "Review_Id": "1209717487",
    "Rating": 5,
    "Title": "Promo Sepatu Boots Kulit Pria Oxwalker PAUL Hitam Shoes Black Pantofel",
    "Body": "Bentuk dan ukuran: Bagus dan sesuai\nDaya tahan pakai: Baru dipakai\nWarna: Sesuai dengan pesanan dan contoh",
    "Sentiment": null,
    "Section": "",
    "Higher_Topic": null,
    "Granular_Topic": null,
    "Source": "Tokopedia",
    "Full_Review": "Bentuk dan ukuran: Bagus dan sesuai\nDaya tahan pakai: Baru dipakai\nWarna: Sesuai dengan pesanan dan contoh",
    "Review_Type": "Product Review",
    "Title_Trans": null,
    "Body_Trans": "Bentuk dan ukuran: Bagus dan sesuai\nDaya tahan pakai: Baru dipakai\nWarna: Sesuai dengan pesanan dan contoh",
    "Full_Review_Trans": "Bentuk dan ukuran: Bagus dan sesuai\nDaya tahan pakai: Baru dipakai\nWarna: Sesuai dengan pesanan dan contoh",
    "Product_Name_Trans": "Promo Sepatu Boots Kulit Pria Oxwalker PAUL Hitam Shoes Black Pantofel - 39 -  - oxwalker_NEW | Tokopedia",
    "Product_Segment": "Sepatu Pria",
    "Gender": "Unisex",
    "Product_Segment2": "Boots Pria",
    "Year_Quarter": "2025-Q1",
    "Sub_Brand": "Oxwalker",
    "Format": "Pants",
    "Country": "Indonesia",
    "Date": "01-04-2025",
    "Product_Name": "Promo Sepatu Boots Kulit Pria Oxwalker PAUL Hitam Shoes Black Pantofel",
    "Brand": "Oxwalker",
    "URL": "https://www.tokopedia.com/oxwalker/sepatu-boots-kulit-pria-oxwalker-paul-hitam-shoes-black-pantofel-1729764792749884922",
    "Crawled_Date": "07-09-2025"
  }
]

Use Cases

• Customer Sentiment Analysis: Analyze ratings and review text to gauge satisfaction with Tokopedia products.
• Market Research: Collect feedback on products like footwear for competitive analysis in e-commerce.
• Product Development: Use review insights to inform design or quality improvements for brands like Oxwalker.
• E-commerce Optimization: Enhance product listings with review data to boost customer engagement.

Support

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

Thank you for using the Tokopedia Parser Spider!