SHEIN Product Scraper

Extract real-time product data from SHEIN — one of the world's largest fast-fashion platforms with 150M+ active users and millions of listings updated daily.

Whether you're tracking competitor prices, sourcing products for dropshipping, or building a fashion dataset, this scraper gives you clean, structured data straight from SHEIN's live API.

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Why Use This Scraper?

• Live API data — pulls directly from SHEIN's internal BFF API, not scraped HTML. Faster and more reliable.
• Residential proxy included — runs through a US residential proxy by default, so you don't get blocked.
• Sort & filter — choose from 5 sort modes to get exactly the products you want (newest, most popular, top-rated, price-sorted).
• Rich product data — prices, discounts, ratings, review counts, images, quick-ship status, and more — all in one structured record per product.
• Collect at scale — grab hundreds of products in a single run.

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Perfect For

Use Case	Description
Price Monitoring	Track SHEIN prices and discounts over time
Competitor Analysis	Benchmark pricing and product assortment
Dropshipping	Find high-rated, discounted products to resell
Market Research	Analyze fashion trends and category demand
E-commerce Integration	Sync SHEIN product data to your own store
Data Analytics	Build fashion industry datasets for ML or BI

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Input Parameters

Parameter	Type	Required	Default	Description
keyword	string	✅	—	Search keyword (e.g. shorts, summer dress, max 100 characters)
sort	select	❌	Recommend	Sort order — see options below
max_items	number	❌	100	Maximum number of products to collect (20–100)

Region & Language are fixed to us / en. This scraper targets the US storefront (us.shein.com).

Sort Options

Value	Description
recommend	Recommend (default)
most_popular	Most Popular
new_arrivals	New Arrivals
top_rated	Top Rated
price_asc	Price Low to High
price_desc	Price High to Low

Example Input

{
  "keyword": "summer dress",
  "sort": "most_popular",
  "max_items": 100
}

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Keyword Guidelines

Use descriptive search keywords

This actor is designed for keyword-based product search, the same way you would search on SHEIN's website.

Use natural, mid-specificity keywords — the kind a regular shopper would type. A good rule of thumb is 2–5 words that describe a product category or type.

Good examples:

• summer dress
• cargo pants
• women blazer

What to avoid

Certain keyword patterns can affect search quality and may cause runs to return no results or be restricted to maintain service reliability for all users.

Product IDs / SKU codes: Values like sz260403174339351712345 or sk260807102575661863391 are SHEIN internal product identifiers, not search terms. The actor will reject these immediately with an error message. Search for the product's name or category instead.

Too vague or too short: Single characters, random strings (e.g. a, zz), or terms so broad they span hundreds of result pages. These fall outside normal shopper behavior and are unlikely to produce useful data.

Too long or over-specified: Very long strings that read like a full product description rather than a search term. Keep it concise.

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Output

Each record in the dataset represents one product.

Field	Type	Description
goods_id	string	Unique product identifier
goods_sn	string	Internal SKU code
goods_name	string	Full product name
cat_id	string	Category identifier
cate_name	string	Category display name
product_url	string	Direct link to the product page on SHEIN
goods_img	string	Main thumbnail image URL
detail_images	array	Additional product image URLs
video_url	string	Product video URL ("0" if none)
retail_price	number	Original retail price (numeric)
retail_price_str	string	Original retail price (formatted, e.g. "$33.07")
sale_price	number	Current selling price (numeric)
sale_price_str	string	Current selling price (formatted, e.g. "$24.76")
unit_discount	integer	Discount percentage. 0 if not discounted
is_on_sale	boolean	Whether the product is currently on sale
quickship	boolean	Eligible for quick shipping
comment_num	integer	Total number of customer reviews
comment_num_show	string	Review count display text (e.g. "1000+")
rating	number	Average rating (0–5)
mall_code	string	SHEIN mall identifier
store_code	string	Seller store identifier
brand_code	string	SHEIN internal brand identifier
is_clearance	boolean	Whether the product is a clearance item

Example Output

{
  "goods_id": "11133529",
  "goods_sn": "sw2207134119790001",
  "goods_name": "SHEIN EZwear Ripped Raw Trim Denim Shorts Y2k",
  "cat_id": "1935",
  "cate_name": "Women Denim Shorts",
  "product_url": "https://us.shein.com/SHEIN-EZwear-Ripped-Raw-Trim-Denim-Shorts-Y2k-p-11133529.html",
  "goods_img": "https://img.ltwebstatic.com/images3_pi/2023/02/01/..._thumbnail_405x552.jpg",
  "detail_images": ["https://img.ltwebstatic.com/images3_pi/..."],
  "video_url": "0",
  "retail_price": 33.07,
  "retail_price_str": "$33.07",
  "sale_price": 24.76,
  "sale_price_str": "$24.76",
  "unit_discount": 25,
  "is_on_sale": true,
  "quickship": true,
  "comment_num": 41034,
  "comment_num_show": "1000+",
  "rating": 4.88,
  "mall_code": "1",
  "store_code": "8964810354",
  "brand_code": "10001",
  "is_clearance": true
}