Vestiaire Collective Scraper — Luxury Resale Fashion Data

Scrape Vestiaire Collective, Europe's largest pre-owned luxury fashion marketplace, into clean structured data. Search by brand or item and get price, condition, size, seller and images for every result — bags, clothing, shoes, jewellery and accessories, women's, men's and kids'.

Vestiaire Collective lists hundreds of thousands of pre-owned designer items across hundreds of brands. This actor reads their own search index directly and returns one row per item, no login required.

What you get

One row per item, with:

• Price and currency (as listed), condition (e.g. "Très bon état"), size and colour where the item has them
• Seller name, seller badge (e.g. "Expert") and whether it's an official brand/store account
• Sold status and seller-marked stock status
• Full seller description, all item images and the source URL

Who it is for

• Resale platforms and pricing tools tracking secondhand designer prices across marketplaces
• Market-intelligence and fashion-resale researchers comparing brand-level resale values over time
• Authentication and valuation services that need comparable listing data
• Sellers and buyers benchmarking a specific bag, brand or style against current asking prices

How to scrape Vestiaire Collective data

1. Set Search query to a brand (e.g. Chanel, Gucci, Hermes) or an item type. This matches Vestiaire Collective's own search box.
2. Optionally restrict to Universe: Women, Men or Kids.
3. Set Max results to cap the run. Vestiaire Collective's own search API caps deep pagination at roughly 1,200 reachable results per distinct query — narrow the search query (a more specific brand or item) to reach deeper into a niche rather than raising this above the cap.
4. Run the actor. Results stream into the dataset and can be exported as JSON, CSV or Excel.

Example inputs

Chanel bags and clothing, all genders:

{
  "searchQuery": "Chanel",
  "maxResults": 200
}

Gucci, men's only:

{
  "searchQuery": "Gucci",
  "universe": "men",
  "maxResults": 250
}

Hermès, women's only, small sample:

{
  "searchQuery": "Hermes",
  "universe": "women",
  "maxResults": 50
}

Input reference

Field	Type	Description
searchQuery	string	Free-text search — a brand or item type. Default Chanel.
universe	select	women, men or kids. Empty = all.
maxResults	integer	Stop after this many items. Default 100, max 1200 (the site's own API pagination limit per search).
proxyConfiguration	object	RESIDENTIAL + country FR, required (see below).

Output fields

Field	Type	Example
productId	string	"70036500"
name	string	"Besace en cuir"
brand	string	"Chanel"
price	number | null	1575
currency	string | null	"EUR"
condition	string | null	"Très bon état"
size	string | null	"42 FR" (null for items with no size, e.g. most bags)
color	string | null	"Beige"
sold	boolean	false
inStock	boolean | null	true — null only when the source doesn't expose it
sellerId	string | null	"9742869"
sellerName	string | null	"maria"
sellerBadge	string | null	"Expert"
isOfficialStore	boolean	false
itemCountry	string | null	"PT"
likes	number | null	10
description	string | null	Full seller description
imageUrl	string | null	First item image
imageUrls	array	All item images
universe	string | null	"women"
createdAt	string | null	ISO 8601 — when the item was listed
url	string	Full item URL
source	string	"vestiairecollective.com"
scrapedAt	string	ISO 8601 timestamp
searchQuery	string | null	Search query input echo

Example output

{
  "productId": "70036500",
  "name": "Besace en cuir",
  "brand": "Chanel",
  "price": 1575,
  "currency": "EUR",
  "condition": "Très bon état",
  "size": null,
  "color": "Beige",
  "sold": false,
  "inStock": false,
  "sellerId": "9742869",
  "sellerName": "maria",
  "sellerBadge": "Expert",
  "isOfficialStore": false,
  "itemCountry": "PT",
  "likes": 10,
  "description": "Un sac à main Chanel classique en très bon état. Utilisé seulement quelques fois.",
  "imageUrl": "https://images.vestiairecollective.com/produit/70036500-1_3.jpg",
  "imageUrls": ["https://images.vestiairecollective.com/produit/70036500-1_3.jpg"],
  "universe": "women",
  "createdAt": "2026-08-20T01:48:50.000Z",
  "url": "https://www.vestiairecollective.com/sacs-femme/sacs-a-main/chanel/sac-a-main-chanel-en-cuir-beige-70036500.shtml",
  "source": "vestiairecollective.com",
  "scrapedAt": "2026-08-20T09:21:44.847Z",
  "searchQuery": "Chanel"
}

Proxy

RESIDENTIAL + country FR is required. Vestiaire Collective sits behind a Cloudflare managed challenge on every route, including its own search API — plain HTTP and Apify's automatic proxy pool both get blocked. The actor warms up a real browser session through a French residential IP once per run to pass the challenge, then reuses that session for fast plain-HTTP calls to the search API. Keep the proxy on RESIDENTIAL + FR; switching it off will make every run fail.

Cost

Pricing is pay per result. One browser warm-up per run passes the Cloudflare challenge; every result after that is a cheap HTTP call, no per-item browser overhead. A run's usage cost only settles after it reports SUCCEEDED — a dataset read taken mid-run shows a cost far below the final figure, so size your spend from a completed run, not a partial one.

Limitations

• Vestiaire Collective's own search API caps deep pagination at ~1,200 reachable results per distinct (query, universe) combination — this is their limit, not the actor's. Narrow the search query for more coverage of a niche.
• size is null for items that don't have one (most bags, jewellery, accessories) — this is expected, not missing data.
• price reflects the current asking price at scrape time and can change as sellers adjust it or the item sells.
• Data is scraped from the public search index and may change without notice.

Related scrapers

• Vinted Scraper — secondhand fashion, electronics and home items across Vinted's EU country sites
• Mytheresa Scraper — full-price luxury e-tail with per-size stock
• Off-White Scraper — brand-direct Off-White catalogue
• Miu Miu Scraper — brand-direct Miu Miu catalogue

Need this data on a schedule, or a custom version?

We run this scraper as a managed service for businesses: scheduled runs, deduplication, delta detection, and delivery to your inbox, Google Sheets, or API — maintenance included. We can also build a custom version with your exact fields and filters, or combine multiple sources into one feed.

See studioamba.dev/services or email hello@studioamba.dev for a free data sample. We maintain 300+ European web scrapers and answer within one business day.