SHEIN Trends Scraper

The whole trending feed per market, hundreds of trending stores with their trend signals (followers, sales surge, repurchase rate) and sample products, plus trending searches with a heat score and momentum.

Clearpath Shopping & Product Data   •  SHEIN and Shopify product, trend and seller data on Apify
Shein Products Prices, sizes, fit	SHEIN Sellers Factory contacts	SHEIN Trends ➤ You are here	Shopify Search Any store, keyword	Shopify Leads Emails, phones

👉 Copy page for your AI assistant

clearpath/shein-trends-scraper on Apify. Scrapes SHEIN's trending feed across 9 markets (US, UK, DE, FR, ES, IT, NL, PL, SE): trending STORES (store profile, trend signals like followers / sales-surge / repurchase, sample products, and optionally the manufacturer + EU responsible person contacts of marketplace sellers in the EU markets) into the default dataset, and trending SEARCHES (concepts with a heat score, momentum and a representative product) into a separate "concepts" dataset. No keyword needed. Call ApifyClient("TOKEN").actor("clearpath/shein-trends-scraper").call(run_input={...}), then client.dataset(run["defaultDatasetId"]).list_items().items for stores. Full spec: GET https://api.apify.com/v2/acts/clearpath~shein-trends-scraper/builds/default (Bearer TOKEN) → inputSchema, actorDefinition.storages.dataset, readme. Token: https://console.apify.com/account/integrations

Key Features

• Trending stores: store profile, rating, follower count, and trend signals (followers, sold recently, sales surge, follower surge, repurchase rate, new arrivals, styles), into the default dataset
• Trending searches: each trending concept with a heat score, momentum, and a representative product, into a separate concepts dataset
• Sample products: each store's top products nested in the row (same fields as the product scraper). Toggle off for lean rows
• Seller contacts (EU): for marketplace sellers in the European markets, the manufacturer and EU responsible person they publish, with company name, address, phone and email
• Marketplace sellers only: skip SHEIN's own brand stores when you only want independent sellers
• 9 markets: United States, United Kingdom, Germany, France, Spain, Italy, Netherlands, Poland and Sweden, each in local language and currency
• No keyword needed: the feed is curated by SHEIN, just pick markets and run
• Pay per result: only pay for what you extract

How to Use

Basic: US trends (stores + searches)

Defaults return trending stores and the top 20 trending searches for the market.

{
  "markets": ["US"]
}

A specific market (Germany, prices in €)

{
  "markets": ["DE"],
  "maxStoresPerMarket": 200
}

Multiple markets, more searches per market

{
  "markets": ["US", "GB", "DE"],
  "maxSearchesPerMarket": 50
}

Marketplace sellers with factory contacts (EU)

Returns only stores run by independent sellers, each with the manufacturer and EU responsible person it publishes.

{
  "markets": ["DE", "PL", "IT"],
  "includeTrendingConcepts": false,
  "onlyMarketplaceSellers": true,
  "includeSellerContacts": true,
  "maxStoresPerMarket": 50
}

Stores only (skip trending searches)

{
  "markets": ["US"],
  "includeTrendingConcepts": false
}

Lean rows (no sample products)

{
  "markets": ["US"],
  "includeSampleProducts": false
}

Input Parameters

Field	Type	Default	Description
markets	array	["US"]	One or more markets to scrape: United States, United Kingdom, Germany, France, Spain, Italy, Netherlands, Poland, Sweden. Each has its own trending feed in its native language and currency.
includeTrendingStores	boolean	true	Scrape trending stores (store profile, trend signals and sample products) into the default dataset.
includeTrendingConcepts	boolean	true	Scrape trending search concepts (heat score, momentum, a representative product) into a separate concepts dataset. On by default; turn off for stores only.
includeSampleProducts	boolean	true	Nest each store's top products (and the representative product on each trending search). Turn off to keep rows lean. Billing is per store/search either way.
includeSellerContacts	boolean	false	For stores run by marketplace sellers in the European markets (DE, FR, ES, IT, NL, PL, SE), add manufacturers and euResponsiblePersons (name, address, phone, email). Sample products also get their own manufacturer and compliance disclosures. Other stores, and the US and UK, get no contacts.
onlyMarketplaceSellers	boolean	false	Return only stores run by independent marketplace sellers, skipping SHEIN's own brand stores. Usually 8-20% of a market's trending stores; maxStoresPerMarket then counts sellers only.
maxStoresPerMarket	integer	100	Cap on trending stores per market (the feed holds roughly 350-410). Leave empty for the whole feed.
maxSearchesPerMarket	integer	20	Cap on trending searches per market (the feed holds roughly 130-150). Set to 0 for the whole feed. Only applies when trending searches are on.

Output

Trending stores go to the default dataset, trending searches to a separate concepts dataset. Each is one clean record. Every store carries its full trend signals and, by default, its top products; the full raw payload is kept under raw so no data is lost.

Trending store (default dataset)

{
  "recordType": "trending_store",
  "storeCode": "6861668419",
  "storeName": "Azuldrift",
  "market": "US",
  "url": "https://us.shein.com/store/home?store_code=6861668419",
  "rating": 4.67,
  "ratingSource": "1",
  "productCount": 145,
  "wishCount": "1.7K",
  "logo": "https://img.ltwebstatic.com/v4/j/psrm/2026/03/27/c7/177460239452e4ec79955bb7c18921db042b471e2e.jpg",
  "businessModel": null,
  "businessModelLabel": "Local seller",
  "performParty": "1",
  "isBrandStore": false,
  "isFashionStore": true,
  "isChoicesStore": false,
  "localSellerBadge": null,
  "storeType": "6",
  "storeBusinessType": "1",
  "salesArea": "2",
  "stockMode": "2",
  "descriptions": null,
  "deliveryTypes": ["ReturnCustomers", "salesurge", "followsurge"],
  "trendSignals": {
    "followers": "1.7K Followers",
    "soldRecently": "27K+ Sold Recently",
    "salesSurge": "Sales surge 281%",
    "followerSurge": "Follower Surge 999%+",
    "repurchase": "100+ Repurchase",
    "newArrivals": "10 New",
    "isNewStore": true,
    "styles": ["Vacay"]
  },
  "topProducts": [
    {
      "productId": "429214223",
      "name": "Azuldrift Men's Gradient Drawstring Casual Beach Shorts & Women's Matching Bikini Set",
      "url": "https://us.shein.com/Azuldrift-...-p-429214223.html",
      "category": { "id": "2025", "name": "Men Beach Shorts" },
      "price": { "current": 6.09, "original": 8.09, "currency": "USD", "discountPercent": 25 },
      "rating": { "average": 4.53, "count": 84 },
      "image": "https://img.ltwebstatic.com/v4/j/pi/2026/04/16/81/...thumbnail_405x552.jpg"
    }
  ],
  "raw": { "...": "complete unmodified source record (60+ fields) — every field SHEIN returns, nothing dropped" },
  "scrapedAt": "2026-06-10T12:00:31Z"
}

topProducts holds each store's top products (one shown, with the full product fields, including images, colors and promotions). trendSignals is the heart of the record: who is following the store, how fast sales and followers are growing, repurchase rate, and new-arrival count. businessModelLabel tells you the store kind, SHEIN-fulfilled, a SHEIN-fulfilled brand, or a Local seller that ships from its own warehouse. descriptions carries the store's own bio when set, and the complete untouched source record is kept under raw.

Seller contacts (with includeSellerContacts)

A marketplace seller in an EU market gains two lists, and each of its topProducts gains the manufacturer and product disclosures. Contact details are shortened here.

{
  "storeCode": "7859875567",
  "storeName": "Balabala Flagship Store",
  "market": "PL",
  "businessModelLabel": "Local seller",
  "manufacturers": [
    {
      "name": "ZHE JIANG SEMIR GARMENT CO.,LTD",
      "address": "No. 98 Nanhui Road, Louqiao Industrial Park, Ouhai District, Wenzhou, Zhejiang Province, China",
      "phone": "0577-8808••••",
      "email": "s••••@semir.com",
      "postal": "325041"
    }
  ],
  "euResponsiblePersons": [
    {
      "name": "JXGO SARL",
      "address": "79 rue de Patay 75013 Paris, France",
      "phone": "7529••••",
      "email": "jx••••@hotmail.com",
      "postal": null
    }
  ],
  "topProducts": [
    {
      "productId": "429102496",
      "manufacturer": "ZHE JIANG SEMIR GARMENT CO.,LTD",
      "compliance": {
        "identification": ["208226145213", "20822614521300388"],
        "safetyImages": null,
        "safetyDocumentUrl": null,
        "safetyCertificationUrl": null,
        "warnings": null,
        "recyclingBatteries": null,
        "customerService": "https://m.shein.com/user/support"
      }
    }
  ]
}

Both lists are distinct across the store's products, and a store can name more than one of each. SHEIN's own brand stores, and markets outside the EU, get null for both.

Trending search (concepts dataset)

{
  "recordType": "trending_concept",
  "market": "US",
  "trendId": "5579",
  "trendName": "HotRed",
  "trendNameEn": null,
  "trendDesc": "Add a pop of red for bold & bright fits that stand out.",
  "trendHeat": "467",
  "momentum": { "label": "Peaked", "imgType": "4" },
  "hot": false,
  "new": false,
  "relatedProductNumber": null,
  "image": "https://img.ltwebstatic.com/images3_pi/2022/10/18/1666062133f478ea6e0f11123febc65d385f9776a4.jpg",
  "icon": "https://img.ltwebstatic.com/images3_acp/2024/04/22/0a/1713764820c0ba63c30cc44add750c207c9e55ed3e.png",
  "trendIpText": "Top Trends",
  "scUrlId": "1585217322",
  "productSelectId": "5217322",
  "contentCarrierId": null,
  "jumpUrl": "/sales/trend_landing_page?data=%7B%22top_goods_id%22%3A%2262300071%22...%7D",
  "product": {
    "productId": "62300071",
    "name": "Slaydiva Women's Mini Dress Red, U-Neck Racer Vest Pleated Skirt With Shorts",
    "url": "https://us.shein.com/p-62300071.html",
    "price": { "current": 13.79, "original": 17.79, "currency": "USD", "discountPercent": 22 },
    "rating": { "average": 4.83, "count": 1001, "countText": "1000+" },
    "image": "https://img.ltwebstatic.com/images3_pi/2025/03/21/7a/...thumbnail_405x552.jpg"
  },
  "raw": { "...": "complete unmodified source record — every field SHEIN returns, nothing dropped" },
  "scrapedAt": "2026-06-10T12:00:34Z"
}

trendHeat ranks how hot the search concept is; momentum.label (Rising, Peaked, …) shows the direction. product is a representative product for the trend, in the selected market's currency. jumpUrl links to the trend's landing page, and the full source record is kept under raw.

Pricing, Pay Per Event

You are billed per result, not per compute time:

• Trending store: each trending store returned, with its trend signals, sample products and, when enabled, seller contacts
• Trending search: each trending search concept returned (only when trending searches are enabled)

Run small caps (maxStoresPerMarket / maxSearchesPerMarket) first to preview the output shape before a larger job.

Free tier: on Apify's free plan you get 10 runs, up to 50 results each, to try it on real markets. A paid plan lifts both caps and bills per result as above.

Use Cases

• Trend research: which stores and search concepts are surging right now, per market
• Merchandising and assortment: spot rising styles, new arrivals, and best-selling stores
• Competitive intelligence: track follower growth, sales surge and repurchase signals across sellers
• Seller discovery: find fast-growing SHEIN stores with their profile and top products
• Supplier and manufacturer leads: factory and EU responsible person contacts for trending marketplace sellers in Europe
• Market comparison: the same trending feed across nine countries in local language

FAQ

Do I need a keyword? No. The trending feed is curated by SHEIN. Just pick one or more markets and run.

What is the difference between trending stores and trending searches? Trending stores are shops with rising sales and followers, each with trend signals and sample products. Trending searches are fashion concepts (like "HotRed") with a heat score, momentum and a representative product. They land in two separate datasets.

How many stores are there per market? The feed holds roughly 350-410 stores per market. Set maxStoresPerMarket to cap it, or leave it empty for the whole feed.

Which countries are supported? United States, United Kingdom, Germany, France, Spain, Italy, Netherlands, Poland and Sweden, each in the local language and currency.

Why do only some stores get seller contacts? EU rules make marketplace listings publish their manufacturer and an EU responsible person, so the contacts exist only for independent sellers in the European markets. SHEIN's own brand stores name SHEIN itself, and US and UK listings carry no such record. Turn on onlyMarketplaceSellers to keep just the stores that can have contacts.

Can I keep the rows small? Yes. Turn off includeSampleProducts to drop the nested products. Billing is per store or per search either way.

How many trending searches do I get? Around 130-150 per market exist. Searches are on by default but capped at 20 per market so a first run stays light. Raise maxSearchesPerMarket (or set it to 0) for the whole feed, or turn includeTrendingConcepts off for stores only.

How fresh is the data? Every run pulls the current trending feed live at run time, and each record is stamped with scrapedAt.

Are the sample products full product records? Yes. Each nested product carries the same fields as the Shein Product Scraper: price, rating, images, colors and promotions.

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Support

• Bugs: Issues tab
• Features: Email or issues
• Email: max@mapa.slmail.me

Legal Compliance

Extracts publicly available data. Users must comply with Shein's terms and data protection regulations (GDPR, CCPA).

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Scrape SHEIN's trending feed: trending stores with their trend signals and sample products, plus trending searches with heat and momentum, and factory contacts for EU marketplace sellers, across 9 markets.