# SHEIN Products Scraper (`crw/shein-products-scraper`) Actor Extract product data from SHEIN by search keyword. Collect sale prices, discounts, ratings, review counts, and images. Supports sort options: recommend, most popular, new arrivals, top rated, and price order. Ideal for dropshipping research, price monitoring, and fashion trend analysis. - **URL**: https://apify.com/crw/shein-products-scraper.md - **Developed by:** [CRW](https://apify.com/crw) (community) - **Categories:** E-commerce, Automation, Developer tools - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $3.00 / 1,000 results This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event ## What's an Apify Actor? Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases. In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours, and optionally produces a well-defined JSON output, datasets with results, or files in key-value store. In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server. Actors are written with capital "A". ## How to integrate an Actor? If asked about integration, you help developers integrate Actors into their projects. You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready. The best way to integrate Actors is as follows. In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md): ```bash npm install apify-client ``` In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md): ```bash pip install apify-client ``` In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md): ````bash # MacOS / Linux curl -fsSL https://apify.com/install-cli.sh | bash # Windows irm https://apify.com/install-cli.ps1 | iex ```bash In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md). If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md). For usage examples, see the [API](#api) section below. For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt). # README ## 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. --- ### 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. --- ### 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 | --- ### 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 ```json { "keyword": "summer dress", "sort": "most_popular", "max_items": 100 } ```` *** ### 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 ```json { "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": "$24.76", "unit_discount": 25, "is_on_sale": true, "quickship": true, "comment_num": 41034, "comment_num_show": "1000+", "rating": 4.88, "mall_code": "1", "store_code": "8964810354", "brand_code": "10001", "is_clearance": true } ``` # Actor input Schema ## `keyword` (type: `string`): Keyword to search for (e.g. shorts, summer dress). ## `sort` (type: `string`): Sort order for search results. ## `max_items` (type: `integer`): Maximum number of products to collect (1–1000). ## Actor input object example ```json { "keyword": "Shorts", "sort": "recommend", "max_items": 50 } ``` # Actor output Schema ## `api` (type: `string`): REST API endpoint to download the dataset programmatically. # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "keyword": "Shorts", "sort": "recommend", "max_items": 50 }; // Run the Actor and wait for it to finish const run = await client.actor("crw/shein-products-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = { "keyword": "Shorts", "sort": "recommend", "max_items": 50, } # Run the Actor and wait for it to finish run = client.actor("crw/shein-products-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "keyword": "Shorts", "sort": "recommend", "max_items": 50 }' | apify call crw/shein-products-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=crw/shein-products-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "SHEIN Products Scraper", "description": "Extract product data from SHEIN by search keyword. Collect sale prices, discounts, ratings, review counts, and images. Supports sort options: recommend, most popular, new arrivals, top rated, and price order. Ideal for dropshipping research, price monitoring, and fashion trend analysis.", "version": "0.0", "x-build-id": "Jy6PBOHdeSbUMqNb6" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/crw~shein-products-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-crw-shein-products-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/crw~shein-products-scraper/runs": { "post": { "operationId": "runs-sync-crw-shein-products-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK", "content": { "application/json": { "schema": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/crw~shein-products-scraper/run-sync": { "post": { "operationId": "run-sync-crw-shein-products-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } } }, "components": { "schemas": { "inputSchema": { "type": "object", "required": [ "keyword" ], "properties": { "keyword": { "title": "Search keyword", "type": "string", "description": "Keyword to search for (e.g. shorts, summer dress)." }, "sort": { "title": "Sort order", "enum": [ "recommend", "most_popular", "new_arrivals", "top_rated", "price_asc", "price_desc" ], "type": "string", "description": "Sort order for search results.", "default": "recommend" }, "max_items": { "title": "Maximum number of items", "minimum": 1, "maximum": 1000, "type": "integer", "description": "Maximum number of products to collect (1–1000).", "default": 50 } } }, "runsResponseSchema": { "type": "object", "properties": { "data": { "type": "object", "properties": { "id": { "type": "string" }, "actId": { "type": "string" }, "userId": { "type": "string" }, "startedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "finishedAt": { "type": "string", "format": "date-time", "example": "2025-01-08T00:00:00.000Z" }, "status": { "type": "string", "example": "READY" }, "meta": { "type": "object", "properties": { "origin": { "type": "string", "example": "API" }, "userAgent": { "type": "string" } } }, "stats": { "type": "object", "properties": { "inputBodyLen": { "type": "integer", "example": 2000 }, "rebootCount": { "type": "integer", "example": 0 }, "restartCount": { "type": "integer", "example": 0 }, "resurrectCount": { "type": "integer", "example": 0 }, "computeUnits": { "type": "integer", "example": 0 } } }, "options": { "type": "object", "properties": { "build": { "type": "string", "example": "latest" }, "timeoutSecs": { "type": "integer", "example": 300 }, "memoryMbytes": { "type": "integer", "example": 1024 }, "diskMbytes": { "type": "integer", "example": 2048 } } }, "buildId": { "type": "string" }, "defaultKeyValueStoreId": { "type": "string" }, "defaultDatasetId": { "type": "string" }, "defaultRequestQueueId": { "type": "string" }, "buildNumber": { "type": "string", "example": "1.0.0" }, "containerUrl": { "type": "string" }, "usage": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "integer", "example": 1 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } }, "usageTotalUsd": { "type": "number", "example": 0.00005 }, "usageUsd": { "type": "object", "properties": { "ACTOR_COMPUTE_UNITS": { "type": "integer", "example": 0 }, "DATASET_READS": { "type": "integer", "example": 0 }, "DATASET_WRITES": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_READS": { "type": "integer", "example": 0 }, "KEY_VALUE_STORE_WRITES": { "type": "number", "example": 0.00005 }, "KEY_VALUE_STORE_LISTS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_READS": { "type": "integer", "example": 0 }, "REQUEST_QUEUE_WRITES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_INTERNAL_GBYTES": { "type": "integer", "example": 0 }, "DATA_TRANSFER_EXTERNAL_GBYTES": { "type": "integer", "example": 0 }, "PROXY_RESIDENTIAL_TRANSFER_GBYTES": { "type": "integer", "example": 0 }, "PROXY_SERPS": { "type": "integer", "example": 0 } } } } } } } } } } ```