🛍️ SHEIN Product & Category Scraper

Extract real-time product data from SHEIN by search keyword or category URL.
Powered by a high-speed direct engine with zero-configuration residential proxies and continuous anti-blocking protection.

SHEIN is the world's fast-fashion juggernaut with 150M+ active shoppers and tens of thousands of trendy listings dropping every single day.

Whether you need to monitor competitor pricing, find winning dropshipping items, track seasonal fashion trends, or sync entire category catalogs to your e-commerce store, the SHEIN Product & Category Scraper delivers accurate, structured, and complete product data at scale without getting blocked.

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⚡ Why This Scraper Beats the Competition

Most SHEIN scrapers on Apify either only support single URLs, suffer high failure rates due to aggressive anti-scraping blocks, or force you to configure expensive custom residential proxies.

Here is how this scraper stands apart:

Feature	🌟 This Scraper	Competitor A (Keyword-only)	Competitor B (URL-only)	Competitor C (Standard)
Keyword Search	✅ 100% Working (6 Sorts)	⚠️ Unstable / Low success rate	❌ Not supported	⚠️ Often blocked / Degraded
Category & Collection URLs	✅ Supported (Any valid URL)	❌ Not supported	✅ Supported	⚠️ Limited URL types
Built-in Residential Proxy	✅ Included Free (Zero Config)	❌ Bring your own proxy	❌ Manual config required	❌ Extra proxy subscription
Anti-Blocking & Stability	✅ Automated Smart Session Protection	❌ Frequent access blocks	❌ Prone to rate limits	❌ Degraded keyword search
Data Architecture	⚡ High-Speed Direct Engine	🐢 Slow HTML DOM scraping	⚡ Standard engine	🐢 Fragile HTML DOM
Data Consistency	✨ 23 Clean, Standardized Fields	❌ Messy raw JSON dumps	❌ Inconsistent attributes	⚠️ Missing numeric prices
Export Formats	📊 JSON, CSV, Excel, XML	📊 JSON, CSV	📊 JSON, CSV	📊 JSON, CSV

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🎯 Key Features & Capabilities

• 🔍 True Dual-Mode Discovery: Search with any custom keyword (e.g. summer dress, cargo pants, oversized hoodie) OR paste any SHEIN category/collection/recommendation URL directly.
• ⚡ High-Speed Direct Engine: Bypasses slow webpage rendering. Data is streamed through a high-performance direct engine, ensuring instant extraction and zero breakage during website UI updates.
• 🛡️ Built-in US Residential Proxy: No proxy configuration headache. Every request is routed through rotating US residential IPs out of the box with zero setup.
• 🔐 Advanced Anti-Blocking Protection: Engineered to navigate strict access controls and rate limits automatically, ensuring consistent reliability for heavy production workloads.
• 📊 6 Granular Sort Options: Order keyword results by Recommend, Most Popular, New Arrivals, Top Rated, Price Low to High, or Price High to Low.
• 💎 Rich, E-commerce Ready Schema: Delivers 23 standardized fields per product, including dual price formatting (numeric for calculations + formatted with currency symbols), full multi-angle image galleries, discount percentages, review metrics, brand codes, and quick-shipping eligibility.

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💡 Perfect For

• Dropshipping & Product Research: Discover viral, high-margin, top-rated products with real-time stock and discount metrics before competitors find them.
• Dynamic Price Monitoring: Continuously track competitor retail prices, promotional flash sales, and price drops over time.
• Fashion Trend & Market Intelligence: Analyze new season collections, customer demand, review distributions, and catalog shifts across women's, men's, kids', and home decor.
• Catalog Enrichment & E-commerce Sync: Power your Shopify, WooCommerce, or custom storefront with complete high-resolution gallery images, SKU codes, and clean taxonomy.
• AI & Machine Learning Datasets: Train fashion recommendation engines, image classification models, or pricing algorithms with clean, structured dataset exports.

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🚀 How to Use

Mode 1: Search by Keyword

Type any search phrase just like you would on SHEIN's website. Select from 6 sorting options to tailor your results:

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

Mode 2: Scrape by Category or Collection URL

Paste any SHEIN category, recommendation, or promo landing page URL directly from us.shein.com:

{
  "category_url": "https://us.shein.com/recommend/New-in-Tops-sc-10050028993.html",
  "max_items": 100
}

💡 Tip: When category_url is provided, the actor automatically switches to Category Mode and prioritizes the URL over keyword.

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⚙️ Input Parameters

Parameter	Type	Required	Default	Description
keyword	String	Conditional	"Shorts"	Search keyword (e.g. linen shirts, swimwear, denim shorts). Provide either keyword OR category_url.
category_url	String	Conditional	—	SHEIN category, recommendation, or collection URL (e.g. https://us.shein.com/recommend/New-in-Tops-sc-10050028993.html).
sort	Select	Optional	recommend	Sort order for keyword search: recommend, most_popular, new_arrivals, top_rated, price_asc, price_desc.
max_items	Integer	Optional	100	Total number of products to collect (min: 20, max: 100).

Sort Modes (Keyword Search)

• recommend: SHEIN default recommendation ranking.
• most_popular: Best-selling and highest trending products.
• new_arrivals: Latest fashion releases and newest drops.
• top_rated: Highest average customer ratings.
• price_asc: Lowest price first (great for bargain hunting).
• price_desc: Highest price first (great for premium collections).

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📦 Extracted Data Fields (Output Schema)

Every item collected contains 23 structured data fields, ready for immediate use in CSV, Excel, or JSON:

Field Name	Type	Description	Example
goods_id	String	Unique SHEIN product identifier	"11133529"
goods_sn	String	SHEIN internal SKU code	"sw2207134119790001"
goods_name	String	Full product title	"SHEIN EZwear Ripped Raw Trim Denim Shorts Y2k"
cat_id	String	Internal category identifier	"1935"
cate_name	String	Human-readable category path	"Women Denim Shorts"
product_url	String	Direct link to the product on SHEIN	"https://us.shein.com/SHEIN-EZwear...-p-11133529.html"
goods_img	String	Main thumbnail image URL (high-res)	"https://img.ltwebstatic.com/..._thumbnail_405x552.jpg"
detail_images	Array	Full gallery of additional product images	["https://img.ltwebstatic.com/..."]
video_url	String	Direct video URL ("0" if unavailable)	"https://video.ltwebstatic.com/..."
retail_price	Float	Original retail list price (numeric)	33.07
retail_price_str	String	Formatted retail price with currency	"$33.07"
sale_price	Float	Current selling price (numeric)	24.76
sale_price_str	String	Formatted selling price with currency	"$24.76"
unit_discount	Integer	Discount percentage (0 if regular price)	25
is_on_sale	Boolean	Whether an active promotional discount applies	true
quickship	Boolean	Eligible for SHEIN QuickShip fast fulfillment	true
comment_num	Integer	Total verified customer reviews	41034
comment_num_show	String	Customer review volume badge	"1000+"
rating	Float	Average rating out of 5.0	4.88
mall_code	String	SHEIN marketplace mall code	"1"
store_code	String	Seller store / merchant code	"8964810354"
brand_code	String	Brand identifier	"10001"
is_clearance	Boolean	Whether item is on final clearance sale	true

Sample JSON 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/2023/02/01/16752277162c0ad26613abacc9f54b3ef65bcab145_thumbnail_405x552.jpg",
  "detail_images": [
    "https://img.ltwebstatic.com/images3_pi/2023/02/01/16752277175cbfa8f35aedaae952097dad9b79984c_thumbnail_405x552.jpg",
    "https://img.ltwebstatic.com/images3_pi/2023/02/01/16752277189a0da576839fa2c4bceea29107ccfa91_thumbnail_405x552.jpg"
  ],
  "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
}

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❓ Frequently Asked Questions (FAQ)

Do I need to buy or configure my own proxies?

No. High-speed US Residential proxies are built directly into the Actor. You do not need to enter proxy credentials, configure external proxy groups, or pay separate proxy bills.

How does this scraper ensure high uptime and avoid blocks?

The scraper is equipped with an automated session management system paired with residential network routing. It automatically manages connection states to maintain smooth, uninterrupted data collection even during large-scale runs.

Can I download data in CSV, Excel, or JSON?

Yes. Once the run finishes, Apify lets you export the collected dataset in multiple formats: JSON, CSV, Excel (XLSX), XML, or RSS. You can also query the dataset via the Apify REST API or sync it directly to Google Sheets, Airtable, or webhooks.

What are the best practices for keyword searches?

Use natural, 2–4 word fashion and product terms (e.g. oversized hoodie, linen summer dress, chunky sneakers). Avoid internal SKU codes, as search engines are optimized for consumer search terms.