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)
sort	select	❌	Recommend	Sort order — see options below
max_items	number	❌	50	Maximum number of products to collect (1–1000)

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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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
}