# Depop Scraper — Search, Shops, Reviews & Sold-Item Tracking (`memo23/depop-scraper`) Actor

Depop Scraper for 12 Depop countries: run keyword searches with size, brand, condition and price filters, or paste any Depop product, search, shop or category link. Also pulls the reviews a shop has received. Scheduled runs can return only new or changed listings and flag the ones that sold.

- **URL**: https://apify.com/memo23/depop-scraper.md
- **Developed by:** [Muhamed Didovic](https://apify.com/memo23) (community)
- **Categories:** E-commerce
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.50 / 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/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

## Depop Scraper — Search, Shops, Reviews & Sold-Item Tracking

**Scrape Depop listings, shop inventories and seller reviews behind Cloudflare with Apify Unblocker.**

Search by keyword and filters, paste a product/shop/search URL, or pull a seller's reviews. Every row carries the listing essentials (title, price, brand, condition, sizes, colours, pictures) plus the seller profile (followers, items sold, rating, verified status).

### Why Use This Scraper?

- **Three modes in one actor.** Search by keyword + filters, scrape a shop's full inventory, pull a seller's reviews, or paste any Depop product/search/shop URL.
- **Sold items & comps.** Turn on `includeSold` and schedule recurring runs — the actor tracks every listing it sees and emits a `status=sold` row (with last asking price) the moment an item disappears, so you get real resale comps, not just live listings.
- **Incremental mode.** Turn on `incrementalMode` and scheduled runs return only new or changed items, so you pay for fresh data, not re-scraped duplicates.
- **Full listing data per row.** Title, price, original price, discount %, shipping, brand, condition, sizes, colours, category, gender, pictures, description, and seller stats (followers, items sold, reviews rating, verified).
- **12 marketplaces.** US, UK, AU, IE, IT, FR, DE, ES, NL, BE, NZ, CA — each with its local currency.
- **Filters that match the site.** Brand, category, colour, condition, gender, price range, sort order (including most-popular for trending items).
- **Paste URLs straight from the site.** Product, search, shop and category links are recognised and parsed.
- **Cloudflare + PerimeterX bypassed.** Apify Unblocker handles both bot-management layers; no browser, no headless Chrome.

### Overview

Depop is a fashion resale marketplace with tens of millions of listings across 12 countries. The site and its API sit behind Cloudflare Bot Management and PerimeterX, which block datacenter and residential proxies. This actor uses Apify Unblocker to pass both layers and reads the same JSON API the Depop website uses, so it returns structured data without rendering a browser.

It is built for resale analysts tracking competitor inventory, price researchers, and lead-generation teams that need seller profiles next to each listing. Each row is a flat product record with nested `sizes` and `pictures` arrays.

### Supported Inputs

#### URL types

| URL type | Example |
|---|---|
| Product | `https://www.depop.com/products/<slug>/` |
| Shop | `https://www.depop.com/<username>/` |
| Search | `https://www.depop.com/search/?q=nike` |
| Category | `https://www.depop.com/products/?category=sweatshirts` |

#### Search mode

Provide one or more `queries` and optional filters. The actor scrapes the search page, extracts product cards, then enriches each via the by-slug API for full details.

#### Shop mode

Provide a shop URL or username. The actor resolves the seller ID, then walks the shop products API page by page.

#### Reviews mode

Provide a seller username or ID. The actor pulls feedback via the users feedback API, with the role (seller or buyer) selectable.

#### Sold items & comps

Depop does not publish a sold-search endpoint. To get sold comps, turn on `includeSold` and run the actor on a schedule (e.g. every 6–12 hours). The first run seeds the watched universe (every active item it sees). On each subsequent run, any item that has disappeared is emitted with `status=sold`, `priceKind=last_ask`, and its last known asking price. Pair it with `incrementalMode` so you only pay for new, changed, and sold rows — not re-scraped duplicates.

Use a distinct `stateKey` per query or shop if you run multiple schedules, so each tracks its own universe.

### Input

| Field | Type | Description |
|---|---|---|
| `mode` | string | `search`, `url`, or `reviews` (default `search`) |
| `queries` | array | Search keywords (search mode) |
| `urls` | array | Depop product/shop/search/category URLs (url mode) |
| `sellers` | array | Seller usernames or IDs (reviews mode) |
| `reviewRole` | string | `seller` or `buyer` (reviews mode, default `seller`) |
| `country` | string | Marketplace: `us`, `uk`, `au`, `ie`, `it`, `fr`, `de`, `es`, `nl`, `be`, `nz`, `ca` |
| `sortBy` | string | `relevance`, `newest`, `price_low`, `price_high`, `popular` |
| `minPrice` / `maxPrice` | number | Price range filter |
| `gender` | string | `male`, `female`, `unisex` |
| `brands` | array | Brand slugs (e.g. `nike`, `adidas`) |
| `categories` | array | Category slugs |
| `colours` | array | Colour names |
| `conditions` | array | Condition slugs |
| `groups` | array | Department groups |
| `sizes` | array | Size names |
| `maxPages` | number | Max pages per query/shop (0 = all) |
| `maxItems` | number | Max total items (0 = unlimited) |
| `incrementalMode` | boolean | Only emit new/changed items on recurring runs (default false) |
| `includeSold` | boolean | Emit `status=sold` rows for items that disappeared since the last run (default false) |
| `stateKey` | string | Key-value store key for incremental/sold state (default `depop-state`) |
| `ignoreFieldsForChanges` | array | Fields to ignore when detecting changes in incremental mode |
| `webhookUrl` | string | Optional. Each item is POSTed to this URL as JSON as it is scraped |
| `proxy` | object | Apify proxy config; defaults to Unblocker |

### Output

Each row is a product (search/url modes) or a review (reviews mode).

#### Product fields

| Field | Type | Description |
|---|---|---|
| `id` | number | Depop product ID |
| `slug` | string | URL slug |
| `url` | string | Product URL |
| `title` | string | Listing title |
| `description` | string | Full description |
| `price` | number | Current price |
| `originalPrice` | number | Original (pre-discount) price, when discounted |
| `currency` | string | Currency code (USD, GBP, EUR, …) |
| `shippingCost` | number | Shipping cost (when available) |
| `isReduced` | boolean | Price reduced flag |
| `discountPercentage` | number | Discount % (when available) |
| `status` | string | Listing status (`active` or `sold` for disappeared items) |
| `firstSeenAt` | string | When the actor first saw this item (incremental/sold mode) |
| `lastSeenAt` | string | When the actor last saw this item active (incremental/sold mode) |
| `priceKind` | string | `last_ask` for sold items (last asking price, not a hammer price) |
| `brandName` | string | Brand |
| `conditionName` | string | Condition |
| `colours` | array | Colour names |
| `sizes` | array | Size objects `{id, name, quantity}` |
| `categoryName` | string | Category |
| `gender` | string | Gender |
| `likeCount` | number | Likes |
| `pictures` | array | Image URLs |
| `mainPicture` | string | Main image URL |
| `sellerUsername` | string | Seller username |
| `sellerId` | number | Seller ID |
| `sellerVerified` | boolean | Seller verified flag |
| `sellerItemsSold` | number | Seller total items sold |
| `sellerReviewsRating` | number | Seller rating |
| `sellerReviewsTotal` | number | Seller review count |
| `sellerFollowers` | number | Seller followers |
| `sellerFollowing` | number | Seller following |
| `sellerLocation` | string | Seller location |
| `sellerBio` | string | Seller bio |
| `sellerWebsite` | string | Seller's external website (when provided) |
| `sellerEmail` | string | Email extracted from the seller bio (when present) |
| `sellerFirstName` | string | Seller first name |
| `sellerLastName` | string | Seller last name |
| `sellerPictureUrl` | string | Seller avatar URL |
| `sellerOnVacation` | boolean | Seller on vacation flag |
| `isBoosted` | boolean | Boosted/promoted listing |
| `isSold` | boolean | Sold flag |
| `hasFreeShipping` | boolean | Free shipping flag |
| `pictureCount` | number | Number of pictures |
| `scrapedAt` | string | ISO timestamp |

#### Review fields

| Field | Type | Description |
|---|---|---|
| `id` | number | Feedback/transaction ID |
| `rating` | number | Star rating (1-5) |
| `text` | string | Review text |
| `date` | string | ISO timestamp |
| `transactionId` | number | Transaction ID |
| `authorId` | number | Reviewer ID |
| `authorUsername` | string | Reviewer username |
| `authorVerified` | boolean | Reviewer verified flag |
| `productId` | number | Product ID |
| `productPicture` | string | Product image URL |
| `sellerUsername` | string | Seller username |
| `sellerUrl` | string | Seller URL |
| `sellerVerified` | boolean | Seller verified flag |

### Proxy

Depop blocks datacenter and residential proxies with Cloudflare Bot Management + PerimeterX. This actor defaults to **Apify Unblocker**, which solves the Cloudflare challenge at the proxy layer. Residential and plain datacenter proxies return 403.

### Notes

- Search mode scrapes the search page HTML for product cards (the search API returns 502), then enriches each card via the working by-slug product API.
- Shop mode uses the shop products API (`/presentation/api/v1/shops/:id/products/`), paginated by offset.
- Reviews mode uses the users feedback API (`/presentation/api/v1/users/:id/feedback/`).
- Product URLs fetch the by-slug API for details and the product page HTML for the title/price (the by-slug API omits them).

# Actor input Schema

## `country` (type: `string`):

Which Depop country site to read. Prices come back in that site's currency (us: USD, gb: GBP, au: AUD, ca: CAD, nz: NZD, the EU sites: EUR). Default: us.

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

search (default): run the Search words below with the filters further down. url: scrape the Depop links you paste. reviews: collect the reviews left for the shops you list.

## `queries` (type: `array`):

Used when What to scrape is search. One search per line, e.g. carhartt jacket or vintage levis 501. Each search runs separately with the same filters.

## `urls` (type: `array`):

Used when What to scrape is url. Paste product pages (depop.com/products/...), search pages (depop.com/search/?q=..., filters in the link are kept), shop pages (depop.com/<shop name>/) or category pages (depop.com/category/<name>/). Links the actor cannot read are skipped and named in the run log.

## `sellers` (type: `array`):

Used when What to scrape is reviews. A shop name as it appears in depop.com/<shop name>/, or the numeric user ID, one per line.

## `reviewRole` (type: `string`):

seller (default): reviews from people who bought from this shop. buyer: reviews from shops this person bought from.

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

Total cap across every search, link and shop in the run, e.g. 500. 0 means no cap. Runs on Apify's free plan stop at 100.

## `maxPages` (type: `integer`):

How many result pages to read for each search, shop or review list before moving on. 0 (default) reads until Depop has no more.

## `fetchDetails` (type: `boolean`):

Off (default): rows carry what Depop shows in results. On: the actor also opens every listing for its full description, colours, material and the seller's profile. Billed as one extra event per listing row.

## `conditions` (type: `array`):

Depop condition codes, one per line, e.g. used_excellent. The easiest way to get exact codes: set the filter on depop.com and copy the link into Depop links instead. Empty: any condition.

## `sizes` (type: `array`):

Depop size IDs, one per line, as they appear in a filtered Depop search link. Empty: any size.

## `brands` (type: `array`):

Depop brand IDs, one per line, as they appear in a filtered Depop search link (brands=...). Empty: any brand.

## `colours` (type: `array`):

Depop colour names, one per line, e.g. black or navy, as they appear in a filtered Depop search link. Empty: any colour.

## `categories` (type: `array`):

Depop category IDs or slugs, one per line, e.g. the name in depop.com/category/<name>/. Empty: every category.

## `groups` (type: `array`):

Depop product groups, one per line, e.g. tops, bottoms, shoes. Empty: every group.

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

Menswear, womenswear, unisex, or any (default).

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

In the marketplace's currency, whole units, e.g. 20. 0 (default) means no lower limit.

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

In the marketplace's currency, whole units, e.g. 150. 0 (default) means no upper limit.

## `sortBy` (type: `string`):

relevance (default) is Depop's own order; also newest, cheapest first, most expensive first, or most popular. Applies to keyword searches and search links.

## `incrementalMode` (type: `boolean`):

For scheduled runs. On: a listing is written only if this state has not seen it before, or if its price, status, condition, sizes or another tracked field changed. The first run writes everything and saves the state. Off (default): every listing, every run.

## `includeSold` (type: `boolean`):

For scheduled runs. On: listings seen by an earlier run and missing from this one are written once more with status sold and their last price, so you can track what sold. The first run only records what is there.

## `stateKey` (type: `string`):

The state for the two options above is kept in a named key-value store in your account (depop-state-<this name>). Use a different name for each schedule that tracks a different search or shop. Default: depop-state.

## `ignoreFieldsForChanges` (type: `array`):

Only matters with Only new or changed listings. The check compares id, slug, price, originalPrice, currency, status, brandName, conditionName, sizes, colours, isSold and isBoosted. List any of these to ignore, e.g. isBoosted. Empty (default): compare all of them.

## `webhookUrl` (type: `string`):

Optional. Every row is also POSTed as JSON to this URL the moment it is written, e.g. to feed a sheet or an automation. A failed POST is logged and the run carries on. Empty: no webhook.

## `proxy` (type: `object`):

Default: Apify Unblocker. Depop sits behind Cloudflare and PerimeterX, which refuse residential proxies with 403, so leave this as it is unless you have another proxy that gets through both.

## Actor input object example

```json
{
  "country": "us",
  "mode": "search",
  "queries": [
    "nike vintage"
  ],
  "urls": [
    "https://www.depop.com/search/?q=carhartt"
  ],
  "sellers": [],
  "reviewRole": "seller",
  "maxItems": 20,
  "maxPages": 0,
  "fetchDetails": false,
  "conditions": [],
  "sizes": [],
  "brands": [],
  "colours": [],
  "categories": [],
  "groups": [],
  "gender": "any",
  "minPrice": 0,
  "maxPrice": 0,
  "sortBy": "relevance",
  "incrementalMode": false,
  "includeSold": false,
  "stateKey": "depop-state",
  "ignoreFieldsForChanges": [],
  "webhookUrl": "",
  "proxy": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "UNBLOCKER"
    ]
  }
}
```

# Actor output Schema

## `overview` (type: `string`):

No description

## `items` (type: `string`):

No description

## `detail` (type: `string`):

No description

## `reviews` (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 = {
    "mode": "search"
};

// Run the Actor and wait for it to finish
const run = await client.actor("memo23/depop-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" }

# Run the Actor and wait for it to finish
run = client.actor("memo23/depop-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 '{
  "mode": "search"
}' |
apify call memo23/depop-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,memo23/depop-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/uaXqaDqzBNcq9zW0a/builds/x9ErT8VKdX3VZNsgV/openapi.json