# Boohoo Fashion Scraper (`crawlerbros/boohoo-fashion-scraper`) Actor

Scrape boohoo.com fashion products. Search by keyword or browse any category (dresses, tops, jeans, shoes, accessories, and more). Filter by size, colour, price, and sale status. Returns pricing, sizes, colours, images, and product URLs.

- **URL**: https://apify.com/crawlerbros/boohoo-fashion-scraper.md
- **Developed by:** [Crawler Bros](https://apify.com/crawlerbros) (community)
- **Categories:** E-commerce, Automation, Developer tools
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $3.00 / 1,000 results

This Actor is paid per event and usage. You are charged both the fixed price for specific events and for Apify platform usage.
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 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/docs.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.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/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

## Boohoo Fashion Scraper

Scrape **boohoo.com** product data at scale — both womenswear and boohooMAN menswear, both served from the same boohoo.com storefront, plus the 500+ third-party and sister brands (PrettyLittleThing, NastyGal, Dorothy Perkins, Warehouse, Guess, French Connection, Maybelline, and more) boohoo.com stocks as a multi-brand marketplace. Search by keyword or browse any category — dresses, tops, jeans, shoes, accessories, and more — and filter by size, colour, gender, brand, department, fit, price, and sale status. Returns pricing (current + original), available sizes, colour variants, images, and canonical product URLs. No login, no cookies, no residential proxy required.

### What this actor does

- **Three modes:** `search` (free-text keyword), `byCategory` (browse a curated category tree, 58 categories spanning women's and men's ranges), and `byIds` (exact lookup by SKU or product URL)
- **Filters:** UK size, colour family, gender (Women's / Men's / Unisex), brand (100 highest-volume brands), department, fit/size classification (Plus, Petite, Tall, Maternity, Wide Fit, ...), min/max price, on-sale-only
- **Rich product data:** current + original price, discount %, all available sizes, every colour variant with its own swatch image and stock, product description, material & care info, neckline, fabrication
- **Fast and reliable:** hits boohoo's own public product-search API directly — no browser rendering, no anti-bot friction
- **Empty fields are omitted** — every field returned actually has data
- **Consistent colour casing:** boohoo's own catalog and third-party marketplace listings (e.g. brand=MODISHION) publish colour names in different casing upstream — this actor normalizes `color`/`colorFamily`/`colorVariants[].color` to Title Case so identical colours never look like different values

### Output per product

- `sku` — Boohoo's internal product code (e.g. `HZZ55803`)
- `name` — product title
- `price` — current selling price (GBP)
- `originalPrice` — pre-discount price (only present when on sale)
- `discountPercentage`, `onSale`, `currency`
- `brand`, `collection`, `category`, `categories[]`, `categorySlugs[]`, `breadcrumbs[]`, `productType`, `department`, `gender`, `fitClassification` (e.g. `Main`, `Plus`, `Petite`, `Tall`, `Maternity`, `Wide Fit`)
- `length` — garment length (e.g. `Mini`, `Midi`, `Maxi`), `sleeveLength` (e.g. `Sleeveless`, `Long Sleeve`), `neckLine` (e.g. `V Neck`, `Halterneck`, `Cowl`), `fabrication` (e.g. `Woven`, `Knitted`, `Denim`)
- `designTags[]`, `detailTags[]` — style/print/detail descriptors
- `aiAttributes` — AI-derived garment attributes (fit, neckline, material, pattern, etc.) when available
- `color` — primary colour family (e.g. `Brown`), `colorRaw` — exact shade name (e.g. `chocolate brown`), `colorFamily[]`
- `colorVariants[]` — every colour this product ships in, each with `color`, `swatchImageUrl`, `imageUrl`, `sizesInStock[]`, `isOnStock`
- `sizesAvailable[]` — every UK size currently in stock
- `imageUrl`, `images[]`, `swatchImageUrl`
- `productUrl` — canonical product page URL
- `ean`, `variantSkus[]`
- `isNew`, `isNextDay`, `isOnStock`, `isGift`, `giftWithPurchase`, `isBestseller`, `availableQuantity`, `validVariantCount`, `detailViews`
- `materialCare`, `description`, `occasion[]`, `season`
- `listedAt`, `lastUpdatedAt`
- `recordType: "product"`, `scrapedAt`

### Input

| Field | Type | Default | Description |
|---|---|---|---|
| `mode` | string | `search` | `search` / `byCategory` / `byIds` |
| `searchQuery` | string | `dress` | Free-text product search (mode=search) |
| `category` | string | `womens-dresses` | Category to browse (mode=byCategory) — 40 women's categories (dresses, tops, jeans, co-ords, shoes, accessories, sale, ...) plus 18 boohooMAN men's categories (clothing, t-shirts, jeans, suits, shoes & accessories, sale, ...) |
| `productIds` | array | – | Exact products to look up (mode=byIds) — one per entry, either a bare SKU (`HZZ29551`) or a full product URL (`https://www.boohoo.com/product/boohoo-textured-gingham-midaxi-dress_hzz29551`) |
| `size` | string | `any` | Only emit products available in this UK size |
| `color` | string | `any` | Only emit products in this colour family |
| `gender` | string | `any` | Only emit products for this gender — `Female` / `Male` / `Unisex`. Most useful with `mode=search` (spans both ranges) |
| `brand` | string | `any` | Only emit products from this brand — dropdown of the 100 highest-volume brands (boohoo, boohooMAN, PrettyLittleThing, NastyGal, Dorothy Perkins, Warehouse, Guess, French Connection, Maybelline, ...), covering ~95% of the catalog. For a long-tail brand not listed, use `searchQuery` with the brand name |
| `department` | string | `any` | Only emit products from this department — `Clothing` / `Footwear` / `Accessories` / `Beauty` / `Home & Garden` / `Health & Wellness` / `Sports & Leisure` / `Tech & Entertainment` / `Gifts` / `Pet Care` / `Toys & Games` |
| `fitClassification` | string | `any` | Only emit products in this fit/size classification — `Main` / `Plus` / `Petite` / `Tall` / `Adult` / `Wide Fit` / `Maternity` / `Shape` / `Big & Tall` / `Childrens` / `Baby` / `Extra Wide Fit` / `Toddler` / `Athleisure` / `Dresses` |
| `minPrice` | int | – | Drop products cheaper than this (GBP) |
| `maxPrice` | int | – | Drop products more expensive than this (GBP) |
| `onSaleOnly` | boolean | `false` | Only emit currently discounted products |
| `maxItems` | int | `50` | Hard cap on emitted records (1–500) |

#### Example: keyword search with size and price filter

```json
{
  "mode": "search",
  "searchQuery": "denim jacket",
  "size": "12",
  "maxPrice": 40,
  "maxItems": 50
}
````

#### Example: browse a category, sale items only

```json
{
  "mode": "byCategory",
  "category": "womens-dresses",
  "onSaleOnly": true,
  "maxItems": 100
}
```

#### Example: browse by category and colour

```json
{
  "mode": "byCategory",
  "category": "womens-tops",
  "color": "Black",
  "maxItems": 50
}
```

#### Example: men's boohooMAN t-shirts

```json
{
  "mode": "byCategory",
  "category": "mens-tops-t-shirts",
  "maxItems": 50
}
```

#### Example: keyword search restricted to men's products

```json
{
  "mode": "search",
  "searchQuery": "hoodie",
  "gender": "Male",
  "maxItems": 50
}
```

#### Example: filter by brand and department

```json
{
  "mode": "search",
  "searchQuery": "mascara",
  "brand": "Maybelline",
  "department": "Beauty",
  "maxItems": 30
}
```

#### Example: plus-size dresses

```json
{
  "mode": "byCategory",
  "category": "womens-dresses",
  "fitClassification": "Plus",
  "maxItems": 50
}
```

#### Example: look up specific products by SKU or URL

```json
{
  "mode": "byIds",
  "productIds": [
    "HZZ29551",
    "https://www.boohoo.com/product/boohoo-textured-gingham-midaxi-dress_hzz29551"
  ]
}
```

### Use cases

- **Price monitoring** — track current vs. original price and discount % across boohoo's catalog
- **Trend research** — pull new-in and trending categories to spot emerging fashion trends
- **Competitor benchmarking** — compare boohoo's assortment, pricing, and sizing against other fast-fashion retailers
- **Affiliate & dropshipping catalogs** — bulk-export product data with images and URLs
- **Size/stock availability tracking** — monitor which sizes are in stock for popular items

### FAQ

**What data source does this actor use?**
boohoo.com's own public product-search index, the same one that powers the site's search bar and category pages in your browser. No login or API key needed.

**Is this affiliated with Boohoo?**
No — this is an independent, third-party scraper that reads publicly accessible product data.

**Why do I see brands like PrettyLittleThing, NastyGal, or Maybelline in the results?**
boohoo.com itself sells them. boohoo Group operates boohoo.com as a multi-brand marketplace: alongside its own boohoo and boohooMAN lines, the storefront stocks 500+ third-party and sister brands (PrettyLittleThing, NastyGal, Dorothy Perkins, Warehouse, Coast, KarenMillen, Guess, French Connection, Steve Madden, Maybelline, Rimmel London, NYX, L'Oréal Paris, and more) — the same products you'd find searching boohoo.com's own site search. Use the `brand` filter to restrict results to a specific brand, or leave it on `any` to search the full multi-brand catalog exactly as boohoo.com's own search does.

**How many categories are supported?**
58 curated categories: 40 covering the full womenswear range (clothing, dresses, tops, denim, activewear, shoes, accessories, lingerie, plus size, petite, tall, maternity, and more) plus 18 covering boohooMAN menswear (clothing, t-shirts, jeans, trousers, shorts, joggers, coats & jackets, knitwear, suits, shoes & accessories, swimwear, underwear, loungewear, activewear, sale, and more). Use `mode=search` for anything outside the curated list.

**Does this actor cover men's products too?**
Yes — boohooMAN menswear is sold from the same boohoo.com storefront and product-search index as the women's range, so it's fully covered: use a `mens-*` category, or `mode=search` with `gender=Male` to restrict a keyword search to men's results.

**Why is `originalPrice` sometimes missing?**
It's only included when the product is discounted. Full-price items only have `price`.

**Are prices in GBP?**
Yes — this actor scrapes the UK storefront (`www.boohoo.com`), so all prices are in GBP.

**How fresh is the data?**
Every run queries boohoo's live product index directly, so pricing, stock, and sizes reflect the current state of the site.

**Why are some products missing colour or size data?**
A small number of listings (e.g. gift cards, one-size accessories) don't carry size/colour facets — those fields are simply omitted rather than shown as empty.

**Can I look up specific products directly instead of searching?**
Yes — `mode=byIds` takes a list of exact product SKUs (e.g. `HZZ29551`) or full boohoo.com product URLs and returns just those records, skipping search/category browsing entirely. Useful for re-checking price/stock on a known product list. `size`/`color`/`minPrice`/`maxPrice`/`onSaleOnly` still apply as pass/fail filters on top of the exact lookup.

**Can I combine search with filters?**
Yes — `size`, `color`, `minPrice`, `maxPrice`, and `onSaleOnly` all apply on top of both `search` and `byCategory` modes.

**Does this actor support boohoo.com's own "Sort by" options (price, newness, best sellers, rating)?**
Not yet. boohoo.com's storefront UI offers a sort dropdown (Relevance / Best Sellers / Newness / Top Rated / Price Low-High / Price High-Low), but confirmed live that it isn't implemented via a separate Algolia replica index the way most Algolia-backed storefronts do (only the base index and its query-suggestions index are configured) — the real sort mechanism lives in client-side JavaScript we didn't trace in this pass. Results currently come back in Algolia's own relevance order. A future update could add `sortBy` once the actual sort endpoint/params are identified via browser network capture.

**Why did I get fewer records than `maxItems` with `minPrice`/`maxPrice`/`onSaleOnly` set?**
`size` and `color` are applied server-side (so they never reduce the pages scanned), but `minPrice`/`maxPrice`/`onSaleOnly` are applied after fetching, since boohoo's search index doesn't expose them as filterable facets. The actor always scans full 50-item pages up to boohoo's search index's own 1,000-result pagination ceiling per query — if very few products in a huge category/search match a narrow price band, you may see fewer than `maxItems` even though the category has thousands of products. Narrowing `category`/`searchQuery` first (so the matching pool is smaller) reaches deeper into the true filtered result set.

# Actor input Schema

## `mode` (type: `string`):

What to fetch.

## `searchQuery` (type: `string`):

Free-text product search (mode=search). E.g. `denim jacket`, `midi dress`, `bikini`.

## `category` (type: `string`):

Category to browse (mode=byCategory).

## `productIds` (type: `array`):

Exact products to look up, one per entry. Accepts a bare SKU (e.g. `HZZ29551`) or a full boohoo.com product URL (e.g. `https://www.boohoo.com/product/boohoo-textured-gingham-midaxi-dress_hzz29551`).

## `size` (type: `string`):

Only emit products available in this UK size.

## `color` (type: `string`):

Only emit products in this colour family.

## `gender` (type: `string`):

Only emit products for this gender. Useful with `mode=search` (which spans both womenswear and boohooMAN menswear) or with a `womens-*` / `mens-*` category to further narrow unisex sub-ranges.

## `brand` (type: `string`):

Only emit products from this brand. boohoo.com is a multi-brand marketplace (boohoo/boohooMAN own-label plus 500+ stocked third-party and sister brands); this dropdown covers the 100 highest-volume brands (~95% of the catalog). For a long-tail brand not listed here, use searchQuery with the brand name instead.

## `department` (type: `string`):

Only emit products from this top-level department.

## `fitClassification` (type: `string`):

Only emit products in this fit or size classification (e.g. Plus, Petite, Tall, Maternity, Wide Fit).

## `minPrice` (type: `integer`):

Drop products cheaper than this (current selling price, in GBP).

## `maxPrice` (type: `integer`):

Drop products more expensive than this (current selling price, in GBP).

## `onSaleOnly` (type: `boolean`):

Only emit products currently discounted (markdown / sale price).

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

Hard cap on emitted records.

## Actor input object example

```json
{
  "mode": "search",
  "searchQuery": "dress",
  "category": "womens-dresses",
  "productIds": [],
  "size": "any",
  "color": "any",
  "gender": "any",
  "brand": "any",
  "department": "any",
  "fitClassification": "any",
  "onSaleOnly": false,
  "maxItems": 50
}
```

# Actor output Schema

## `products` (type: `string`):

Dataset containing all scraped Boohoo products.

# 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 = {
    "mode": "search",
    "searchQuery": "dress",
    "category": "womens-dresses",
    "productIds": [],
    "size": "any",
    "color": "any",
    "gender": "any",
    "brand": "any",
    "department": "any",
    "fitClassification": "any",
    "onSaleOnly": false,
    "maxItems": 50
};

// Run the Actor and wait for it to finish
const run = await client.actor("crawlerbros/boohoo-fashion-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 = {
    "mode": "search",
    "searchQuery": "dress",
    "category": "womens-dresses",
    "productIds": [],
    "size": "any",
    "color": "any",
    "gender": "any",
    "brand": "any",
    "department": "any",
    "fitClassification": "any",
    "onSaleOnly": False,
    "maxItems": 50,
}

# Run the Actor and wait for it to finish
run = client.actor("crawlerbros/boohoo-fashion-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 '{
  "mode": "search",
  "searchQuery": "dress",
  "category": "womens-dresses",
  "productIds": [],
  "size": "any",
  "color": "any",
  "gender": "any",
  "brand": "any",
  "department": "any",
  "fitClassification": "any",
  "onSaleOnly": false,
  "maxItems": 50
}' |
apify call crawlerbros/boohoo-fashion-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=crawlerbros/boohoo-fashion-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Boohoo Fashion Scraper",
        "description": "Scrape boohoo.com fashion products. Search by keyword or browse any category (dresses, tops, jeans, shoes, accessories, and more). Filter by size, colour, price, and sale status. Returns pricing, sizes, colours, images, and product URLs.",
        "version": "1.0",
        "x-build-id": "AKdIiSvF6HiWjT8bn"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/crawlerbros~boohoo-fashion-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-crawlerbros-boohoo-fashion-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/crawlerbros~boohoo-fashion-scraper/runs": {
            "post": {
                "operationId": "runs-sync-crawlerbros-boohoo-fashion-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/crawlerbros~boohoo-fashion-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-crawlerbros-boohoo-fashion-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "mode"
                ],
                "properties": {
                    "mode": {
                        "title": "Mode",
                        "enum": [
                            "search",
                            "byCategory",
                            "byIds"
                        ],
                        "type": "string",
                        "description": "What to fetch.",
                        "default": "search"
                    },
                    "searchQuery": {
                        "title": "Search query",
                        "type": "string",
                        "description": "Free-text product search (mode=search). E.g. `denim jacket`, `midi dress`, `bikini`.",
                        "default": "dress"
                    },
                    "category": {
                        "title": "Category",
                        "enum": [
                            "womens-clothing",
                            "womens-new-in",
                            "womens-dresses",
                            "womens-co-ords",
                            "womens-tops",
                            "womens-jeans",
                            "womens-trousers",
                            "womens-playsuits-jumpsuits",
                            "womens-shorts",
                            "womens-tracksuits",
                            "womens-trousers-joggers",
                            "womens-coats-jackets",
                            "womens-skirts",
                            "womens-swimwear",
                            "womens-beachwear",
                            "womens-denim",
                            "womens-coats-jackets-jackets-blazers",
                            "athleisure",
                            "womens-hoodies-sweatshirts",
                            "womens-collections-activewear",
                            "womens-knitwear",
                            "womens-suits",
                            "womens-loungewear",
                            "womens-nightwear",
                            "womens-trousers-leggings",
                            "womens-bottoms",
                            "lingerie",
                            "boohoo-basics",
                            "womens-plus-size",
                            "womens-petite",
                            "womens-tall",
                            "womens-maternity",
                            "womens-shoes",
                            "womens-accessories",
                            "womens-jewellery",
                            "womens-partywear",
                            "womens-occasion",
                            "womens-sale",
                            "sportswear",
                            "trending-now",
                            "mens-clothing",
                            "mens-new-collection",
                            "mens-tops-t-shirts",
                            "mens-jeans",
                            "mens-trousers",
                            "mens-shorts",
                            "mens-joggers",
                            "mens-coats-jackets",
                            "mens-hoodies-sweatshirts",
                            "mens-knitwear",
                            "mens-suits",
                            "mens-shoes-accessories",
                            "mens-swimwear",
                            "mens-underwear",
                            "mens-loungewear",
                            "mens-activewear",
                            "mens-accessories",
                            "mens-sale"
                        ],
                        "type": "string",
                        "description": "Category to browse (mode=byCategory).",
                        "default": "womens-dresses"
                    },
                    "productIds": {
                        "title": "Product SKUs or URLs (mode=byIds)",
                        "type": "array",
                        "description": "Exact products to look up, one per entry. Accepts a bare SKU (e.g. `HZZ29551`) or a full boohoo.com product URL (e.g. `https://www.boohoo.com/product/boohoo-textured-gingham-midaxi-dress_hzz29551`).",
                        "default": [],
                        "items": {
                            "type": "string"
                        }
                    },
                    "size": {
                        "title": "Size",
                        "enum": [
                            "any",
                            "4",
                            "6",
                            "8",
                            "10",
                            "12",
                            "14",
                            "16",
                            "18",
                            "20",
                            "22",
                            "24",
                            "26",
                            "28",
                            "30",
                            "32",
                            "34",
                            "36",
                            "38",
                            "40",
                            "42",
                            "44",
                            "46",
                            "XXS",
                            "XS",
                            "S",
                            "M",
                            "L",
                            "XL",
                            "XXL",
                            "2XL",
                            "3XL",
                            "4XL",
                            "5XL",
                            "6XL",
                            "One Size"
                        ],
                        "type": "string",
                        "description": "Only emit products available in this UK size.",
                        "default": "any"
                    },
                    "color": {
                        "title": "Colour",
                        "enum": [
                            "any",
                            "Black",
                            "Blue",
                            "Green",
                            "Pink",
                            "White",
                            "Brown",
                            "Red",
                            "Multi",
                            "Beige",
                            "Yellow",
                            "Navy",
                            "Purple",
                            "Orange",
                            "Grey",
                            "Cream",
                            "Khaki",
                            "Gold",
                            "Silver",
                            "Nude",
                            "Ecru",
                            "Metallics",
                            "Neutral",
                            "Clear",
                            "Coral"
                        ],
                        "type": "string",
                        "description": "Only emit products in this colour family.",
                        "default": "any"
                    },
                    "gender": {
                        "title": "Gender",
                        "enum": [
                            "any",
                            "Female",
                            "Male",
                            "Unisex"
                        ],
                        "type": "string",
                        "description": "Only emit products for this gender. Useful with `mode=search` (which spans both womenswear and boohooMAN menswear) or with a `womens-*` / `mens-*` category to further narrow unisex sub-ranges.",
                        "default": "any"
                    },
                    "brand": {
                        "title": "Brand",
                        "enum": [
                            "any",
                            "boohoo",
                            "PrettyLittleThing",
                            "boohooMAN",
                            "DSGN Studio",
                            "EGO",
                            "Yours",
                            "Dorothy Perkins",
                            "Coast",
                            "NastyGal",
                            "Pink Vanilla",
                            "Hiccup",
                            "Wallis",
                            "Where's That From",
                            "Oasis",
                            "Blue Vanilla",
                            "AX Paris",
                            "WOVCOR",
                            "MissPap",
                            "Linzi",
                            "Burton",
                            "AJVANI",
                            "KarenMillen",
                            "Long Tall Sally",
                            "XY London",
                            "Infinity Leather",
                            "Gini London",
                            "Ann Summers",
                            "STYLEWISE",
                            "Femme Luxe",
                            "Warehouse",
                            "FS Collection",
                            "PixieGirl",
                            "Urban Bliss",
                            "Jolie Moi",
                            "Shnoo",
                            "Liquorish",
                            "Brave Soul",
                            "MODISHION",
                            "SVNX",
                            "Busem",
                            "Goddiva",
                            "IKRUSH",
                            "Love Sunshine",
                            "Principles",
                            "Revolution",
                            "Kitise",
                            "STEVE MADDEN",
                            "Dilvin",
                            "Bianco Lucci",
                            "Mountain Warehouse",
                            "Jon Richard",
                            "Sock Snob",
                            "Love Lemonade",
                            "OHS",
                            "threadbare",
                            "Novo",
                            "MixRay",
                            "BadRhino",
                            "Public Desire",
                            "Living and Home",
                            "DOUBLE SECOND",
                            "Rimmel London",
                            "Loving Joy",
                            "FASHION-SZN",
                            "LEMONLUNAR",
                            "TruClothing",
                            "Serla",
                            "Belissh",
                            "L'Oréal Paris",
                            "Paradox London",
                            "Good For the Sole",
                            "MyFashion",
                            "Antique Rogue",
                            "Guess",
                            "French Connection",
                            "ELAINA FASHION",
                            "Maine",
                            "Needs No Label",
                            "Knickerbox",
                            "Wolf & Whistle",
                            "Faith",
                            "AVINCI",
                            "Dorina",
                            "Happiness Istanbul",
                            "Moda Minx",
                            "NYX Professional Makeup",
                            "Maybelline",
                            "Peek & Beau",
                            "Playful Promises",
                            "Body Sculpture",
                            "Dunlop",
                            "Ashwood Leather",
                            "Enzo",
                            "My Accessories London",
                            "Adrianna Papell",
                            "Tokyo Laundry",
                            "SHEONLY",
                            "Beauty Works",
                            "Atlantis",
                            "MSN Collection"
                        ],
                        "type": "string",
                        "description": "Only emit products from this brand. boohoo.com is a multi-brand marketplace (boohoo/boohooMAN own-label plus 500+ stocked third-party and sister brands); this dropdown covers the 100 highest-volume brands (~95% of the catalog). For a long-tail brand not listed here, use searchQuery with the brand name instead.",
                        "default": "any"
                    },
                    "department": {
                        "title": "Department",
                        "enum": [
                            "any",
                            "Clothing",
                            "Footwear",
                            "Accessories",
                            "Beauty",
                            "Home & Garden",
                            "Health & Wellness",
                            "Sports & Leisure",
                            "Tech & Entertainment",
                            "Gifts",
                            "Pet Care",
                            "Toys & Games"
                        ],
                        "type": "string",
                        "description": "Only emit products from this top-level department.",
                        "default": "any"
                    },
                    "fitClassification": {
                        "title": "Fit / size classification",
                        "enum": [
                            "any",
                            "Main",
                            "Plus",
                            "Petite",
                            "Tall",
                            "Adult",
                            "Wide Fit",
                            "Maternity",
                            "Shape",
                            "Big & Tall",
                            "Childrens",
                            "Baby",
                            "Extra Wide Fit",
                            "Toddler",
                            "Athleisure",
                            "Dresses"
                        ],
                        "type": "string",
                        "description": "Only emit products in this fit or size classification (e.g. Plus, Petite, Tall, Maternity, Wide Fit).",
                        "default": "any"
                    },
                    "minPrice": {
                        "title": "Min price (GBP)",
                        "minimum": 0,
                        "maximum": 10000,
                        "type": "integer",
                        "description": "Drop products cheaper than this (current selling price, in GBP)."
                    },
                    "maxPrice": {
                        "title": "Max price (GBP)",
                        "minimum": 0,
                        "maximum": 10000,
                        "type": "integer",
                        "description": "Drop products more expensive than this (current selling price, in GBP)."
                    },
                    "onSaleOnly": {
                        "title": "On sale only",
                        "type": "boolean",
                        "description": "Only emit products currently discounted (markdown / sale price).",
                        "default": false
                    },
                    "maxItems": {
                        "title": "Max items",
                        "minimum": 1,
                        "maximum": 500,
                        "type": "integer",
                        "description": "Hard cap on emitted records.",
                        "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
