Vestiaire Collective Scraper

Extract listings from vestiairecollective.com at scale, in a clean, consistent structure ready for price monitoring, market research, catalogue analysis and resale tooling. No API key required.

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Why this scraper?

🎯 Built for vestiairecollective.com

A dedicated global scraper tuned for vestiairecollective.com — its categories, price formats and currency (EUR), not a generic tool pointed at it.

💶 Structured pricing

Current price as a clean number in EUR, plus discounts and previous prices where the source shows them. Items without a published price return null, never a guess.

📦 Stock status

Availability on every record, so you can monitor stock and catch restocks.

🖼️ Photos

Photo URLs for every listing where the source publishes them.

📄 Full item content

Complete description and title for every record, with a direct link back to the source.

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Input parameters

Parameter	Type	Default	Description
searchQueries	array	["Chanel flap bag"]	Free-text searches (brand, model, or keywords), e.g. ["Chanel flap bag", "Louis Vuitton Neverfull"]. Leave empty to browse by catalog filters only.
countries	array	["US"]	ISO country codes. 35 markets supported: 18 return prices in local currency (US USD, CA CAD, GB GBP, EUR zone FR/DE/ES/IT/NL/BE/IE/FI/MC, CH CHF, DK DKK, SE SEK, AU AUD, JP JPY, SG SGD), and 17 more are served by Vestiaire in USD (e.g. AE, SA, MX, IN, AT, PT, GR, CZ). Default ["US"].
filters	object	(empty)	Vestiaire catalog facet filters applied to every search, keyed by facet id. Example: {"categoryLvl0.id":["5"],"universe.id":["1"]} for Women > Bags. IDs come from the site's category facets.
sortBy	string	"relevance"	Result ordering.
includeSoldItems	boolean	false	Also scrape public sold listings for the same queries (useful for sell-through and price-history analysis).
minPrice	integer	(empty)	Only return listings at or above this price (in the market currency).
maxPrice	integer	(empty)	Only return listings at or below this price (in the market currency).
maxResults	integer	5	Maximum number of unique items to scrape per market, per query. With multiple countries, each gets up to this many results.

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Output schema

Every field below is present on every record. Fields the source does not publish for a given item are returned as null rather than omitted.

Field	Type	Description
listingId	string	Unique listing ID from the source.
title	string	Item title as published.
description	string	Full item description in plain text.
descriptionMarkdown	string	Description markdown.
brand	string	Brand as published.
brandId	number	Brand id.
universeId	number	Universe id.
colors	array	Colors.
color	string	Color.
size	string	Size.
price	number	Current price (null when no price is published).
currency	string	Currency code of the price.
originalPrice	string	Price before discount (null when there is no discount).
discountPercent	string	Discount percent.
dutyFree	boolean	Duty free.
likes	number	Likes.
isSold	boolean	Is sold.
inStock	boolean	true when the item is in stock.
isVintage	boolean	Is vintage.
weLove	boolean	We love.
isHot	boolean	Is hot.
dealEligible	boolean	Deal eligible.
exceptionalPiece	boolean	Exceptional piece.
directShippingEligible	boolean	Direct shipping eligible.
localEligible	boolean	Local eligible.
sellerId	number	Seller id.
sellerCountry	string	Seller country.
sellerIsOfficialStore	boolean	Seller is official store.
sellerBadge	string	Seller badge.
imageUrl	string	Image url.
images	array	URLs of item photos.
url	string	Direct link to the item.
createdAt	number	Created at.
market	string	Market.
recordType	string	Record type.
query	string	Query.
scrapedAt	string	Timestamp when this record was scraped.

Example record

{
  "listingId": "68609641",
  "title": "Silk maxi dress",
  "description": "Camilla Dress Womens Medium Maxi Embellished Silk Gown The Queen Wore Red\n\nReddish Orange color\n\nSide slits\n\nHand pockets\n\n18.5 across chest and 52 total length\n\nVery good condition",
  "descriptionMarkdown": "Camilla Dress Womens Medium Maxi Embellished Silk Gown The Queen Wore Red\n\nReddish Orange color\n\nSide slits\n\nHand pockets\n\n18.5 across chest and 52 total length\n\nVery good condition",
  "brand": "Camilla",
  "brandId": 6432,
  "universeId": 1,
  "colors": [
    "Red"
  ],
  "color": "Red",
  "size": "8 US",
  "price": 179,
  "currency": "USD",
  "originalPrice": null,
  "discountPercent": null,
  "dutyFree": true,
  "likes": 1,
  "isSold": false,
  "inStock": false,
  "isVintage": false,
  "weLove": false,
  "isHot": false,
  "dealEligible": false,
  "exceptionalPiece": false,
  "directShippingEligible": true,
  "localEligible": true,
  "sellerId": 34526626,
  "sellerCountry": "US",
  "sellerIsOfficialStore": false,
  "sellerBadge": "Trusted",
  "imageUrl": "https://images.vestiairecollective.com/produit/68609641-1_2.jpg",
  "images": [
    "https://images.vestiairecollective.com/produit/68609641-1_2.jpg"
  ],
  "url": "https://www.vestiairecollective.com/women-clothing/dresses/camilla/red-silk-camilla-dress-68609641.shtml",
  "createdAt": 1782958793,
  "market": "US",
  "recordType": "listing",
  "query": null,
  "scrapedAt": "2026-07-02T16:21:11.332Z"
}

---

Examples

Search for Chanel bag:

{
  "searchQueries": [
    "Chanel bag"
  ],
  "maxResults": 100
}

Cap the price:

{
  "searchQueries": [
    "Chanel bag"
  ],
  "maxResults": 100,
  "maxPrice": 24.5
}

Larger run with a hard cap:

{
  "searchQueries": [
    "Chanel bag"
  ],
  "maxResults": 500
}

Daily monitoring (run on a schedule):

{
  "searchQueries": [
    "Chanel bag"
  ],
  "maxResults": 500
}

Schedule this input to run once a day in the Apify Scheduler to track prices, stock and new items over time.

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💰 Pricing

$7.99 per 1,000 results — you only pay for successfully retrieved listings. Failed retries are never charged.

Results	Cost
100	~$0.80
1,000	~$7.99
10,000	~$79.9
100,000	~$799

Flat-rate alternatives typically charge $29–$49/month regardless of usage.

Subscription tiers lower the rate further, down to $5.99 per 1,000 at the highest tier. Use the Max results cap in the input to control your spend exactly.

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Performance

Run size	Typical time
100 results	under 1 minute
1,000 results	2–4 minutes
10,000 results	20–35 minutes

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Known limitations

• Some fields (brand, condition, shipping) are only returned when the seller or source publishes them — expect null on a share of records.
• Prices and stock change constantly; records reflect the moment of scraping.
• Very large result sets are bounded by the source's own paging limits.
• Items can sell or be withdrawn at any time, so a small share of URLs may expire shortly after scraping.

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Technical details

• Source: vestiairecollective.com
• Coverage: everything the public search exposes, filterable via the input parameters above
• Retry: automatic retry on network errors with exponential backoff

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Need a custom scraper?

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If the site you need isn't in our portfolio yet, just ask. We scope, build, and publish it at no cost to you. You only pay for results — we absorb the compute and proxy costs ourselves. Same pay-per-result pricing, same quality, same standards as every actor in this portfolio.

Get in touch: www.unfencedgroup.nl