# Forever 21 Fashion Scraper - Clothing, Prices, Sizes & Sales (`madeingermany/forever21-scraper`) Actor

Extract product catalog data from Forever21 easily! Images, prices, sizes, SKUs, inventory availability, colors, discounts, and categories.

- **URL**: https://apify.com/madeingermany/forever21-scraper.md
- **Developed by:** [Made In Germany](https://apify.com/madeingermany) (community)
- **Categories:** E-commerce, Lead generation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.80 / 1,000 product item records

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/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

## 👗 Forever 21 Fashion Scraper - Clothing, Prices, Sizes & Sales

Extract comprehensive apparel, fashion trends, clothing catalogs, prices, and sizes from **Forever 21** ([forever21.com](https://www.forever21.com)).

Built for e-commerce aggregators, fast-fashion trend forecasters, price monitoring bots, and fashion retail analytics.

***

### 🌟 Key Features & Extracted Data

| Field | Type | Description | Example |
| :--- | :--- | :--- | :--- |
| `productId` | String | Unique product SKU | `"f21-200049102"` |
| `title` | String | Apparel title / garment name | `"Floral Print Midi Dress"` |
| `url` | String | Direct product page URL | `"https://www.forever21.com/us/..."` |
| `price` | Number | Current sale price (USD) | `24.99` |
| `originalPrice` | Number | Original retail price before discount | `39.99` |
| `currency` | String | Currency code | `"USD"` |
| `category` | String | Fashion department / clothing type | `"Dresses & Jumpsuits"` |
| `sizes` | Array | Available garment sizes | `["XS", "S", "M", "L", "XL"]` |
| `colors` | Array | Available color options | `["Burgundy", "Navy", "Emerald"]` |
| `scrapedAt` | String | ISO 8601 extraction timestamp | `"2026-10-15T12:00:00.000Z"` |

***

### 💼 High-Value Commercial Use Cases

1. **Fashion Trend Forecasting**: Track emerging seasonal colors, dress silhouettes, and viral styles across fast-fashion retail.
2. **Price Drop & Sale Monitoring**: Alert consumers or affiliate channels when high-demand apparel items go on clearance.
3. **Competitor Benchmarking**: Compare SKU counts, size inclusivity, and pricing tiers against Zara, H\&M, and Shein.

***

### ⚙️ Input Parameters

| Parameter | Type | Required | Default | Description |
| :--- | :---: | :---: | :---: | :--- |
| `startUrls` | Array | No | `["https://www.forever21.com/us/shop/catalog/category/f21/women-dresses"]` | Category, collection, or search URLs. |
| `maxItems` | Integer | No | `50` | Maximum number of apparel items to scrape. |
| `proxy` | Object | No | `{ "useApifyProxy": true }` | Proxy configuration for resilient scraping. |

***

### 📊 Sample Output (JSON)

```json
{
  "productId": "f21-200049102",
  "title": "Floral Print Midi Dress",
  "url": "https://www.forever21.com/us/200049102.html",
  "price": 24.99,
  "originalPrice": 39.99,
  "currency": "USD",
  "category": "Dresses & Jumpsuits",
  "sizes": ["S", "M", "L"],
  "colors": ["Burgundy", "Black"],
  "scrapedAt": "2026-10-15T12:00:00.000Z"
}
```

# Actor input Schema

## `startUrls` (type: `array`):

Forever21 category or product URLs.

## `search` (type: `string`):

Apparel search query.

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

Maximum products to extract.

## Actor input object example

```json
{
  "startUrls": [
    {
      "url": "https://www.forever21.com/us/shop/catalog/category/f21/apparel"
    }
  ],
  "search": "dresses",
  "maxItems": 20
}
```

# Actor output Schema

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

No description

# 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 = {};

// Run the Actor and wait for it to finish
const run = await client.actor("madeingermany/forever21-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 = {}

# Run the Actor and wait for it to finish
run = client.actor("madeingermany/forever21-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 '{}' |
apify call madeingermany/forever21-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,madeingermany/forever21-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/OSYHQ9En3IuP0dDyx/builds/HVttZiGlJI2o6Cb0B/openapi.json