Shein Review Scraper

What does it do?

Shein Review Scraper extracts product reviews from Shein product pages. It collects review text, star ratings, size information, color details, fit feedback, review photos, and dates. Shein is known for its extensive customer review system where buyers share detailed fit and sizing information, making this data particularly valuable for fashion market research.

Why use it?

Shein reviews contain uniquely valuable data for fashion businesses. Unlike other platforms, Shein reviewers frequently provide detailed fit feedback, actual measurements, and comparison photos. This scraper helps brands analyze customer sizing preferences, identify common fit complaints, and understand regional size preferences. Fashion retailers can evaluate product quality through authentic customer photos, while product developers can use fit feedback data to improve sizing accuracy.

How to use

1. Navigate to the Shein Review Scraper on Apify.
2. Add one or more Shein product URLs to the input.
3. Set the maximum number of reviews to scrape per product.
4. Click Start and wait for the run to complete.
5. Download your data from the Dataset tab in JSON, CSV, or Excel format.

Automate review collection with the Apify API for continuous product monitoring.

Input configuration

Field	Type	Description
productUrls	Array of strings	Shein product page URLs to scrape reviews from
maxReviews	Integer	Maximum reviews per product (default: 500)

Output data

Each review in the dataset contains:

{
  "reviewText": "Love this top! Great quality material, fits perfectly.",
  "rating": 5,
  "sizeInfo": "Size: M",
  "color": "Black",
  "fitFeedback": "True to size",
  "date": "2025-01-15",
  "photos": ["https://img.ltwebstatic.com/images/review_photo.jpg"],
  "productUrl": "https://us.shein.com/product-p-123.html",
  "scrapedAt": "2025-01-20T10:30:00.000Z"
}

Cost of usage

This actor runs with Puppeteer using approximately 1 GB of memory. A typical scrape of 500 reviews takes 2-4 minutes. With pay-per-event pricing at $0.30 per 1,000 results, scraping 500 reviews costs about $0.15. Platform memory costs are approximately $0.40 per GB-hour.

Tips

• Shein product URLs include a product ID (p-XXXXXXX) which is essential for correct page loading.
• Start with products that have many reviews (1000+) for the richest datasets.
• Fit feedback data is particularly valuable for fashion sizing analysis.
• Review photos from customers show actual product quality and appearance.
• Schedule regular runs to capture new reviews as they are posted.
• Combine with the Shein Product Scraper for comprehensive product intelligence.

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Built with Crawlee and Apify SDK. See more scrapers by consummate_mandala on Apify Store.