# SHEIN Product Scraper (`parseforge/shein-scraper`) Actor

Scrapes SHEIN products from search terms or category URLs. Returns each product as a flat row with price, images, ratings, and listing details.

- **URL**: https://apify.com/parseforge/shein-scraper.md
- **Developed by:** [ParseForge](https://apify.com/parseforge) (community)
- **Categories:** E-commerce
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $36.64 / 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.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are web data automations that power AI and operations. They run on the Apify platform to scrape websites, process data, connect APIs, and automate workflows.
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.

- **AI agents and MCP clients** — the [Apify MCP server](https://docs.apify.com/integrations/mcp.md) at `https://mcp.apify.com` (remote, streamable HTTP, OAuth on first use).
- **Agentic workflows and local Actor development** — [Agent Skills](https://apify.com/.well-known/agent-skills/index.json) with the [Apify CLI](https://docs.apify.com/cli/docs.md): `npm install -g apify-cli`, then `apify login`.
- **JavaScript/TypeScript projects** — the official [JS/TS client](https://docs.apify.com/api/client/js/docs.md): `npm install apify-client`.
- **Python projects** — the official [Python client](https://docs.apify.com/api/client/python/docs.md): `pip install apify-client`.
- **Any other language** — 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

[![ParseForge](https://raw.githubusercontent.com/ParseForge/apify-assets/main/banner.jpg)](https://apify.com/parseforge?fpr=vmoqkp)

### SHEIN Product Scraper

**Scrape SHEIN products from any search term or category URL, up to 1000 per run.** Every product comes with its price, images, ratings, and full listing details. No login or API key. Export to CSV, JSON, Excel, or XML.

SHEIN's official API is not public, and manual browsing is slow. This reads the public product listing pages directly, filtered by search term or category URL, and returns each match in one fixed schema.

| Who uses it | What they scrape SHEIN for |
|---|---|
| Market researchers | Which styles and price points SHEIN is pushing this week |
| E-commerce analysts | Tracking product availability and pricing changes over time |
| Dropshippers | Finding trending products to add to their own stores |
| Brand managers | Monitoring competitor product launches and promotions |

### What it does

This Actor collects SHEIN products by search term or category URL, and returns each one as a flat row.

- 🔍 **Search term or category URL:** Enter a keyword like 'summer dresses' or paste a full SHEIN category URL.
- 📊 **Structured output:** Each product is returned as a flat row with price, images, ratings, and listing details.
- ⚙️ **Proxy support:** Uses Apify residential proxies to avoid blocks and ensure reliable scraping.
- 📦 **Export ready:** Download results as CSV, JSON, Excel, or XML for further analysis.

Results export to CSV, JSON, Excel, or XML, or straight from the API.

### What you can do with SHEIN data

**📈 Track SHEIN trends.**

A market researcher runs the scraper on a category URL weekly to see which new styles are appearing and how prices shift.

**🛍️ Build a product catalog.**

A dropshipper scrapes a search term like 'phone cases' to get a list of products with images and prices for their own store.

**💰 Monitor competitor pricing.**

An e-commerce analyst scrapes a competitor's SHEIN category to compare prices and adjust their own listings.

**🔎 Find bestsellers.**

A brand manager scrapes a search term sorted by popularity to see which products have the most reviews and ratings.

### Why choose this scraper

| | What you get |
|---|---|
| **No API key needed** | Scrape public SHEIN pages without registration or OAuth |
| **Up to 1000 products** | Set a maximum items limit to control the run size |
| **Residential proxies** | Avoid IP blocks with Apify proxy configuration |
| **Flat row output** | Each product is one row, ready for spreadsheets or databases |

### How it compares

No other Store actor targets SHEIN the same way, so the honest comparison is with the alternatives teams actually weigh.

| | SHEIN Product Scraper | Build it in-house | By hand |
|---|---|---|---|
| Setup | Run it now, zero config | Days of engineering | None, but hours per pull |
| When SHEIN changes | Maintained for you | You fix it | You re-learn the page |
| Proxies, retries, anti-bot | Built in | Your problem | Browser only |
| Output | Fixed JSON schema, CSV/Excel export | Whatever you build | Copy-paste |
| Cost | Pay per result | Engineering time | Analyst hours |

### Configure the run

Drive the Actor from a search term or a full SHEIN category URL, and set a maximum number of products to scrape. The Input tab lists every parameter.

A first run with the defaults:

```json
{
 "searchTerm": "https://www.shein.com",
 "proxyConfiguration": {
 "useApifyProxy": true,
 "apifyProxyGroups": [
 "RESIDENTIAL"
 ]
 }
}
```

A larger pull:

```json
{
 "searchTerm": "https://www.shein.com",
 "proxyConfiguration": {
 "useApifyProxy": true,
 "apifyProxyGroups": [
 "RESIDENTIAL"
 ]
 },
 "maxItems": 200
}
```

### Pricing

Pay-per-result: **$0.0405 per result** collected. You pay only for the results written to your dataset.

| Results collected | Approximate cost |
|---|---|
| 100 results | $4.05 |
| 1,000 results | $40.50 |
| 10,000 results | $405.00 |

New Apify accounts start with $5 in free credit.

### Free users

Free-plan runs return up to 10 results as a preview. [Upgrade your Apify plan](https://console.apify.com/sign-up?fpr=vmoqkp) to collect up to 1,000,000 results per run.

### Run it

1. [Create a free Apify account with $5 in credit](https://console.apify.com/sign-up?fpr=vmoqkp).
2. Open the [SHEIN Product Scraper](https://apify.com/parseforge/shein-scraper?fpr=vmoqkp).
3. Set your inputs and any filters, then click **Start**.
4. Export the results as CSV, Excel, JSON, or XML from the **Dataset** tab.

Run it programmatically through the [Apify API](https://docs.apify.com/api/v2) (`run-sync-get-dataset-items`) or the [ApifyClient](https://docs.apify.com/api/client/js) for JavaScript and Python.

### Use with AI agents (MCP)

Give an AI agent live access to SHEIN through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:

```bash
claude mcp add --transport http apify "https://mcp.apify.com?tools=parseforge/shein-scraper"
```

Then prompt it in plain language to run the scraper and read back the results.

### Troubleshooting

**Why am I getting no results?**

Make sure the search term or category URL is correct and the page is accessible. Try a different search term or check if SHEIN is blocking your IP.

**Why is the scraper stopping early?**

The maxItems limit may have been reached. Increase the maximum items setting if you need more products.

**Why am I getting blocked or captcha?**

Use Apify residential proxies as configured. If the problem persists, try a different proxy group or reduce the scraping speed.

**Why are some product fields empty?**

Some fields may not be present on every product page. The scraper returns what is available; missing data is left blank.

**Can I scrape multiple categories at once?**

Currently the scraper handles one search term or URL per run. Run multiple instances or use a scheduler for different categories.

### FAQ

| Question | Answer |
|---|---|
| Can I scrape a specific SHEIN category? | Yes, paste the full category URL into the searchTerm field. The scraper will read products from that listing page. |
| How many products can I scrape in one run? | You can set a maximum of up to 1000 products per run. The scraper stops once that limit is reached. |
| Do I need a SHEIN account or API key? | No, the scraper reads public listing pages directly. No login or API key is required. |
| What data does each product row include? | Each row includes the product's price, images, ratings, and other listing details as available on the page. |
| Can I export the results? | Yes, you can export the dataset as CSV, JSON, Excel, or XML from the Apify platform. |
| Does the scraper use proxies? | Yes, it uses Apify residential proxies by default to avoid IP blocks and ensure reliable scraping. |
| Can I scrape search results for a keyword? | Yes, enter a search term like 'summer dresses' and the scraper will collect products from the search results page. |
| Is the scraper legal? | You should only scrape public data in compliance with SHEIN's terms of service and applicable laws. Apify provides tools for ethical scraping. |
| How often can I run the scraper? | You can schedule runs as often as you need, but be mindful of SHEIN's rate limits and use proxies to avoid blocks. |
| What if I get no results? | Check that the search term or URL is correct and that the page is accessible. Try using a different proxy group or increasing the timeout. |

### Related actors

Browse the full [ParseForge collection](https://apify.com/parseforge?fpr=vmoqkp) for more scrapers.

🆘 **Need help?** Email parseforge@protonmail.com with your run ID, your input, and what you expected.

⚠️ **Disclaimer.** This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by SHEIN Group. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.

# Actor input Schema

## `searchTerm` (type: `string`):

Enter a search term (e.g. 'summer dresses') or a full SHEIN category URL to scrape products from that listing page.

## `maxItems` (type: `integer`):

Maximum number of products to scrape. The scraper will stop once this limit is reached.

## `proxyConfiguration` (type: `object`):

Configures the proxies used for scraping. Apify proxy is recommended.

## Actor input object example

```json
{
  "searchTerm": "https://www.shein.com",
  "maxItems": 100,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# Actor output Schema

## `results` (type: `string`):

Complete dataset of all scraped records.

# 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 '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "searchTerm": "https://www.shein.com",
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("parseforge/shein-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 '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "searchTerm": "https://www.shein.com",
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    },
}

# Run the Actor and wait for it to finish
run = client.actor("parseforge/shein-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "searchTerm": "https://www.shein.com",
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}' |
apify call parseforge/shein-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,parseforge/shein-scraper"
        }
    }
}

```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/DK0DytN6jh82VzKJB/builds/WWaxcuySgq2VRCq7C/openapi.json