Shein Product Scraper

What does Shein Product Scraper do?

Shein Product Scraper collects structured product listing data from public Shein category, selection, search, and tag pages. Provide one Shein listing URL in startUrl, choose a maximum with results_wanted, and receive product records with titles, product links, images, prices, discounts, category identifiers, and merchandising labels.

The dataset is useful for Shein product research, price comparison, catalog monitoring, assortment analysis, and recurring ecommerce reporting. Results can be reviewed in Apify, downloaded in common formats, or connected to an automated workflow.

Why use Shein Product Scraper?

• Product research - Build a structured view of products shown in a Shein category or selection feed without copying listings by hand.
• Price monitoring - Compare current sale prices, original prices, discount labels, and flash-sale pricing across repeat runs.
• Catalog and assortment analysis - Track product names, images, category identifiers, and merchandising labels as the visible catalog changes.
• Search-based collection - Use Shein search-style URLs when you need products related to a specific term or product group.
• Clean dataset output - Empty values are omitted, duplicate products are filtered during a run, and each saved item can be exported for analysis.
• Automation-ready workflow - Schedule repeat runs, use webhooks, access datasets through the Apify API, or send records to spreadsheet and no-code tools.

What data can you extract from Shein?

Each dataset item represents one product or product listing found in the supplied Shein feed. Fields that are not available for a particular listing are omitted from that item.

Output Data

Field	Type	Description
product_id	String	Normalized Shein product identifier when available.
title	String	Product title or listing name.
url	String	Direct product page URL.
image_url	String	Main product image URL.
sale_price	Number	Current or discounted price when available.
original_price	Number	Original, retail, or list price when available.
discount_text	String	Discount label such as -93%.
sku	String	Product SKU or goods code when available.
category_id	String	Product category identifier.
source_type	String	Record classification, such as product or listing_card.
goods_id	String	Source goods identifier from the Shein listing feed.
goods_name	String	Source product name from the listing feed.
goods_img	String	Source primary product image URL.
detail_image	Array	Additional product image URLs when available.
salePrice	Object	Source sale-price data, including formatted price values when provided.
retailPrice	Object	Source retail-price data when provided.
discountPrice	Object	Additional source discount-price data when provided.
flashPrice	Object	Flash-sale price data when provided.
unit_discount	String or Number	Source discount value before normalization.
priceColor	String	Source price display color when available.
homeBadge	Object	Badge information shown with the product listing.
homeBelt	Object	Belt or promotional label information.
homeBorder	Object	Product-card border or display metadata.
superDealsGoodsType	String	Source deals classification when available.

How to scrape Shein product data

1. Open Shein Product Scraper on Apify.
2. Paste a public Shein category, selection, search, or tag URL into startUrl.
3. Set results_wanted to the maximum number of products to save.
4. Optionally configure Apify Proxy if a larger or repeated run needs additional connection support.
5. Start the run and inspect the dataset preview.
6. Download the results or connect the dataset to an API, webhook, spreadsheet, or automation workflow.

Input Parameters

Parameter	Type	Required	Default	Description
startUrl	String	Yes	https://www.shein.com/RecommendSelection/Women-Clothing-sc-017172961.html	Public Shein category, selection, search, or tag-style listing URL.
results_wanted	Integer	No	20	Maximum number of unique products to save. Minimum value is 1.
proxyConfiguration	Object	No	{ "useApifyProxy": false }	Optional Apify Proxy settings for connection routing.

Usage Examples

Basic category collection

Collect up to 20 products from a Shein women's clothing selection page.

{
  "startUrl": "https://www.shein.com/RecommendSelection/Women-Clothing-sc-017172961.html",
  "results_wanted": 20
}

Search-based collection

Collect products from a Shein search-style page for a targeted product group.

{
  "startUrl": "https://www.shein.com/pdsearch/dresses/",
  "results_wanted": 50
}

Larger run with Apify Proxy

Use the optional proxy configuration when collecting a larger dataset or running repeat monitoring jobs.

{
  "startUrl": "https://www.shein.com/RecommendSelection/Women-Clothing-sc-017172961.html",
  "results_wanted": 150,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}

Sample Output

This example shows one representative dataset item. Optional source fields may be absent when Shein does not provide them for a listing.

{
  "product_id": "381589670",
  "title": "Psalm 91 Shirt, Bible Verse-Shirt, Christian Shirt, Women's Religious Shirt",
  "url": "https://m.shein.com/us/-p-381589670.html",
  "image_url": "https://img.ltwebstatic.com/v4/j/spmp/2025/12/12/57/17655032678738734c78dbcef4a0fa386250e0798a_square_thumbnail_405x552.jpg",
  "sale_price": 2.93,
  "original_price": 39.99,
  "discount_text": "-93%",
  "category_id": "1738",
  "source_type": "product",
  "goods_id": "381589670",
  "goods_name": "Psalm 91 Shirt, Bible Verse-Shirt, Christian Shirt, Women's Religious Shirt",
  "goods_img": "https://img.ltwebstatic.com/v4/j/spmp/2025/12/12/57/17655032678738734c78dbcef4a0fa386250e0798a_square_thumbnail_405x552.jpg",
  "detail_image": [
    "https://img.ltwebstatic.com/v4/j/spmp/2025/12/12/4b/1765503269ca7f496d588e370aaaea4d2f6a5e7172_square_thumbnail_405x552.jpg"
  ],
  "salePrice": {
    "amount": "2.93",
    "amountWithSymbol": "$2.93"
  },
  "retailPrice": {
    "amount": "39.99",
    "amountWithSymbol": "$39.99"
  },
  "flashPrice": {
    "amount": "2.93",
    "amountWithSymbol": "$2.93"
  },
  "homeBadge": {
    "text": "-93%",
    "type": "discount"
  },
  "homeBelt": {
    "text": "Flash Sale",
    "type": "flashsale"
  },
  "priceColor": "#F93A00",
  "superDealsGoodsType": "0"
}

Tips for Best Results

• Use a complete public Shein listing URL instead of a temporary redirect or tracking link.
• Start with results_wanted: 20 to confirm the URL and review the dataset before scaling up.
• Use the locale and category context you want to monitor, because Shein pages can show different product and price information by region.
• For price monitoring, save repeat datasets and compare sale_price, original_price, discount_text, and the source price objects between runs.
• Check several records before assuming a field is unavailable. Shein does not publish every field for every listing, and missing values are omitted from the output.
• Public marketplace pages can change. Report persistent extraction or field issues through the Actor's Issues tab.

Integrations and export formats

• Apify API - Read dataset items programmatically after a run.
• Google Sheets - Export product records for sorting, filtering, and price comparisons.
• Airtable - Build a searchable product catalog or snapshot database.
• Webhooks - Trigger downstream notifications or processing after a run completes.
• Make and Zapier - Connect Shein product data to no-code workflows.
• JSON, CSV, Excel, and XML - Download results for applications, spreadsheets, reporting, and system imports.

Frequently Asked Questions

Can I collect Shein category, selection, search, and tag pages?

Yes. Provide the public page URL in startUrl. The Actor supports common Shein listing URL patterns, including category, selection, search, and tag-style pages.

Can I export Shein data to CSV or Excel?

Yes. Apify datasets can be downloaded as CSV, Excel, JSON, XML, and other supported formats.

Can I run this Actor on a schedule?

Yes. Create an Apify schedule to refresh a category or search dataset hourly, daily, weekly, or at another interval that fits your monitoring workflow.

Does every item include descriptions, sizes, ratings, or reviews?

No. This Actor is focused on structured listing data such as product identifiers, titles, links, images, pricing, discounts, category information, and merchandising labels. Additional attributes are included only when the supplied feed provides them.

Why are some fields missing from a product record?

Fields are omitted when Shein does not provide a value for that listing. Review several records and confirm the source page before treating a missing field as a run failure.

Is it legal to collect Shein data?

You are responsible for using the Actor lawfully. Collect only data you are permitted to access, follow Shein's terms and applicable privacy rules, and use the results responsibly.

Related Actors

• Trendyol Product Scraper - Collect product names, brands, sellers, prices, ratings, images, and category data from Trendyol search pages.
• Walmart Product Listing Scraper - Gather product listings, pricing, ratings, seller details, availability, and images from Walmart listing pages.
• Shopify Product Scraper 🛍️ - Collect product and variant catalogs from public Shopify-powered stores for catalog and price monitoring.

Support

For bug reports, feature requests, or questions about a run, use the Issues tab on the Actor page or contact the developer through Apify.

Legal Notice

This Actor is intended for legitimate collection of publicly available Shein product information. Users are responsible for complying with Shein's terms of service, applicable laws, privacy requirements, and any restrictions on storing or using marketplace data.