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).