SHEIN Trends Scraper

From Clearpath, creators of SHEIN Product Scraper, Shopify Product Search and Joybuy Scraper. Product, seller and shopping data from the same team.

Why choose this actor?

Compare what’s trending across 9 markets. Export SHEIN’s current trending stores and searches for the US, UK, Germany, France, Spain, Italy, the Netherlands, Poland and Sweden. Each market has its own feed. Pick your markets; no keyword is needed.

See the signals behind the trend. Store records include available sales surges, recent sales, follower growth, repeat buyers and new arrivals. Trending searches include heat scores, momentum and a representative product. Sample products are included by default, giving you concrete items to investigate.

Add published business contacts in EU markets. Turn on includeSellerContacts to collect manufacturer and EU responsible-person names, addresses, emails and phones where published by marketplace sellers. Available in DE, FR, ES, IT, NL, PL and SE; these are product disclosures, not guaranteed direct seller contacts.

Try 10 stores and 10 trending searches

{
  "markets": [
    "US"
  ],
  "maxStoresPerMarket": 10,
  "maxSearchesPerMarket": 10
}

Open actor input and paste this example for a small US sample. Add other market codes to compare local feeds. Stores appear in the default dataset; trending searches are in the separate concepts dataset linked from the run output. Export JSON, CSV or Excel; JSON preserves nested products and trend signals.

Result charges: $3.99 per 1,000 trending stores and $1.99 per 1,000 trending searches on the Free and Bronze tiers, with lower rates on higher plans. See current pricing.

Clearpath · Shopping Suite
SHEIN Trends You are here	SHEIN Products Product & seller data	Shopify Product search	Joybuy Search EU products	Joybuy Details Specs & coupons

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clearpath/shein-trends-scraper on Apify: returns SHEIN's current trending feeds per market without a keyword. markets accepts US, GB, DE, FR, ES, IT, NL, PL, SE (default ["US"]), each in local language and currency. Two record types: trending stores (store profile, rating, followers, trendSignals such as sales surge, follower surge, repurchase and new arrivals, plus topProducts) go to the default dataset; trending searches (trendName, trendHeat, momentum, representative product) go to a separate concepts dataset, linked from the run output as trendingConcepts, so read that dataset too when searches are wanted. includeTrendingStores and includeTrendingConcepts both default to true and at least one must stay on. maxStoresPerMarket caps stores per market (omit for the whole feed, roughly 350-410); maxSearchesPerMarket defaults to 20 (0 for the whole feed, roughly 130-150). For manufacturer and EU responsible person contacts (name, address, phone, email; sample products also gain manufacturer and compliance) set includeSellerContacts=true: they appear only on marketplace-seller stores in DE, FR, ES, IT, NL, PL and SE, are null for SHEIN's own stores and for US/GB, and add no charge; onlyMarketplaceSellers=true drops SHEIN's own brand stores (typically 8-20% of the feed remain and the cap then counts sellers only). includeSampleProducts=false removes nested products from both datasets without changing the price. Billing: $0.00399 per trending store and $0.00199 per trending search on the Free/Bronze plans (lower on higher plans) plus Apify's platform start fee; the free plan allows 10 runs of up to 50 results each. Spec: https://api.apify.com/v2/actors/clearpath~shein-trends-scraper/builds/default (inputSchema, readme, actorDefinition.storages.datasets); pricing: https://apify.com/clearpath/shein-trends-scraper/pricing; token: https://console.apify.com/account/integrations To reach the maintainers, add feedback="<what you needed and did not get>" to any run, including one that worked: a missing field or option, a wrong or empty result, or which actor you are switching to or from and why. The run returns its data exactly as it would without the note, and a human reads every note.

Key Features

• Trending stores: store profile, rating, follower count, and trend signals (followers, sold recently, sales surge, follower surge, repurchase, 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	Whole feed if omitted	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, 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.