👜 Vestiaire Collective Scraper

🚀 Export Vestiaire Collective luxury fashion listings in seconds. Search by brand, item type, or keyword and download titles, brands, conditions, prices, sizes, and seller data in one structured dataset.

🕒 Last updated: 2026-05-22 · 📊 18 fields per record · Up to 10,000 results per search · Global luxury resale coverage

The Vestiaire Collective Scraper extracts pre-owned luxury fashion listings from Vestiaire Collective - the world's leading curated resale platform for authenticated designer items. It queries the platform's real-time search API and returns a comprehensive dataset including brand, category, condition, size, color, price, discount, seller information, and a direct link to each listing.

Vestiaire Collective hosts millions of authenticated luxury items from brands including Chanel, Louis Vuitton, Gucci, Hermes, Balenciaga, and thousands of others, with sellers from over 80 countries. This scraper gives you structured access to that global inventory for market research, pricing intelligence, or resale operations.

Target Audience

Who	Why
Luxury resellers	Monitor market pricing and identify sourcing opportunities
Fashion market researchers	Track brand pricing trends and supply dynamics in the secondary market
Authentication and appraisal services	Benchmark fair market values across conditions and sizes
Fashion journalists and analysts	Understand which brands and styles are most active in resale
Personal shoppers and stylists	Find specific items for clients at competitive prices

📋 What the Vestiaire Collective Scraper does

• Searches Vestiaire Collective's inventory by keyword or brand in real time
• Extracts brand, category, size, condition, color, and price for every listing
• Captures original price and discount when items are reduced
• Collects seller details including name, ID, and official store status
• Translates condition IDs to human-readable labels (Never worn, Very good condition, etc.)
• Paginates up to 10,000 results per search (Vestiaire's API maximum)
• Supports multiple currencies: USD, EUR, GBP, CAD, AUD

💡 Why it matters: Vestiaire Collective has no public API. This actor is the only way to systematically extract bulk listing data from one of the world's top luxury resale platforms - enabling price intelligence and market analysis at a scale impossible through manual browsing.

🎬 Full Demo

🚧 Coming soon

⚙️ Input

Field	Type	Default	Description
query	string	chanel bag	Search keyword (e.g. "louis vuitton", "hermes belt", "gucci sneakers")
sortBy	string	relevance	Sort order: relevance, price_asc, price_desc, newest
currency	string	USD	Currency for prices: USD, EUR, GBP, CAD, AUD
maxItems	integer	10	Maximum number of listings to collect (free: 10, paid: up to 10,000)

Example 1 - Search for Louis Vuitton handbags, cheapest first:

{
  "query": "louis vuitton neverfull",
  "sortBy": "price_asc",
  "currency": "USD",
  "maxItems": 200
}

Example 2 - Browse Hermes items in EUR:

{
  "query": "hermes birkin",
  "currency": "EUR",
  "maxItems": 50
}

⚠️ Good to Know: Vestiaire Collective's search API caps results at 10,000 items per query. For broader coverage, run multiple targeted searches by brand or category. Currency selection affects displayed prices but does not filter listings. Free users are limited to 10 items per run.

📊 Output

Field	Type	Description
🖼️ imageUrl	string	Main listing photo URL
📝 title	string	Listing title as shown on Vestiaire
🏷️ brand	string	Brand name (e.g. Chanel, Louis Vuitton, Gucci)
🗂️ category	string	Product category (e.g. Handbags, Shoes, Clothing)
📏 size	string	Size label as listed
🏷️ condition	string	Condition label (Never worn with tag, Never worn, Very good condition, Good condition, Fair condition)
💰 price	number	Current asking price
💰 originalPrice	number	Original price before discount (null if no discount)
💱 currency	string	Currency code
🎨 color	string	Primary color
🌍 country	string	Seller's country code
👤 sellerName	string	Seller's display name
🆔 sellerId	string	Seller's internal ID
🏪 isOfficialStore	boolean	Whether the seller is a Vestiaire Official Store
🆔 listingId	string	Vestiaire Collective's internal listing ID
🔗 listingUrl	string	Direct link to the listing
❤️ likeCount	number	Number of users who liked this listing
✅ sold	boolean	Whether the item has been sold
🕒 scrapedAt	string	ISO timestamp of when the record was collected

Sample record:

{
  "imageUrl": "https://images.vestiairecollective.com/cdn-cgi/image/q=75,f=auto/produit/xxl/12345678_12345678.jpg",
  "title": "Chanel Classic Flap Medium Black Caviar Gold Hardware",
  "brand": "Chanel",
  "category": "Handbags",
  "size": "One size",
  "condition": "Very good condition",
  "price": 4800,
  "originalPrice": null,
  "currency": "USD",
  "color": "Black",
  "country": "US",
  "sellerName": "Marie L.",
  "sellerId": "9876543",
  "isOfficialStore": false,
  "listingId": "12345678",
  "listingUrl": "https://us.vestiairecollective.com/women-bags/handbags/chanel/black-leather-chanel-bag-12345678.shtml",
  "likeCount": 47,
  "sold": false,
  "scrapedAt": "2026-05-22T09:15:00.000Z",
  "error": null
}

✨ Why choose this Actor

• 18 fields per record - the most comprehensive Vestiaire data extraction available
• Multi-currency support - collect prices in USD, EUR, GBP, CAD, or AUD
• Human-readable conditions - numeric condition codes translated automatically
• Official Store flag - distinguish individual sellers from verified Vestiaire brand stores
• Discount tracking - originalPrice captured when listings show a reduced price
• Residential proxies built in - reliable access without configuration
• Pay-per-item pricing - only pay for listings you actually collect

📈 How it compares to alternatives

Feature	ParseForge Vestiaire Scraper	Manual browsing	The RealReal scraper
Luxury resale data	Yes	Yes	Different platform
Condition labels	Human-readable	Human-readable	Varies
Seller details	Yes	Yes	Limited
Discount capture	Yes	Yes	Varies
Multi-currency	Yes (5 currencies)	Yes	Typically USD
Bulk export	Yes, up to 10K	No	N/A
Free tier	10 items	Unlimited (slow)	N/A

🚀 How to use

1. Create a free Apify account (includes $5 credit)
2. Open the Vestiaire Collective Scraper actor page and click Try for free
3. Enter a search query (e.g. gucci loafers, prada nylon bag, ysl wallet)
4. Choose sort order and currency
5. Set maxItems to the number of listings you want
6. Click Start - results are typically ready in under 2 minutes
7. Download as CSV, JSON, Excel, or connect via API

💼 Business use cases

Luxury Resale Pricing Intelligence

Resellers and dealers can monitor how specific brands, models, and conditions are priced across Vestiaire's global marketplace - enabling smarter sourcing and pricing decisions.

Authentication and Appraisal Reference

Appraisers and authentication services can pull current market comps for specific items to establish fair market values based on real transaction listings.

Fashion Brand Secondary Market Analysis

Luxury brands and brand consultants can track how their products perform in the secondary market - which items retain value, which depreciate, and what condition distribution looks like.

Trend and Demand Research

Fashion journalists, stylists, and trend forecasters can monitor which brands and styles have the most active secondary market supply and demand (via likeCount).

🔌 Automating Vestiaire Collective Scraper

• Make (formerly Integromat) - Schedule daily price monitoring runs and log changes to a Google Sheet or Airtable database
• Zapier - Trigger alerts when items matching your target brand and price range appear
• Slack - Post daily deal summaries for specific brands to a team channel
• REST API - Integrate real-time Vestiaire pricing into your own resale or appraisal application

🌟 Beyond business use cases

Personal Shopping Wishlist Monitoring

Set up automated searches for specific items you're looking for - a particular Chanel bag color, a specific Hermes size - and get notified when new listings appear.

Academic Fashion Research

Researchers studying luxury consumption, fashion cycles, or the circular economy can collect systematic data on secondary market supply and pricing across brands and categories.

Sustainability and Circular Economy Analysis

Environmental researchers can track the scale and growth of luxury resale as an indicator of circular fashion adoption.

Collector Valuation

Collectors of designer items can track market prices over time for their collection and make informed decisions about buying and selling.

🤖 Ask an AI assistant about this scraper

Not sure how to analyze your results? Ask an AI:

"I have a JSON dataset from the Vestiaire Collective Scraper with fields brand, condition, price, originalPrice, and likeCount. How do I find all Chanel items in 'Very good condition' under $3000, sorted by most liked?"

The structured output is designed to work immediately with spreadsheets, databases, and AI analysis tools.

❓ Frequently Asked Questions

What is Vestiaire Collective? Vestiaire Collective is a curated global marketplace for pre-owned luxury and designer fashion, founded in Paris in 2009. All items are authenticated by the platform before delivery to buyers.

Does this scraper require a Vestiaire account? No. All data is collected from publicly accessible search results. No login is required.

What conditions are available? Five condition grades: Never worn with tag, Never worn, Very good condition, Good condition, and Fair condition.

How many results can I collect? Vestiaire's search API returns a maximum of 10,000 results per query. For broader coverage, run multiple searches with different keywords or brand names.

Does it collect sold items? Yes - the sold field is true for items that have been sold. This is useful for tracking what has actually transacted at what price.

What does isOfficialStore mean? Some sellers on Vestiaire are verified brand boutiques or official resellers. The isOfficialStore flag distinguishes these from individual private sellers.

Can I filter by brand in the input? Use the query field with the brand name (e.g. "louis vuitton"). For brand-only results, use just the brand name with no other keywords.

Can I filter by condition, size, or color? Not at the input level. Filter the output data by the condition, size, or color fields after export.

What currencies are supported? USD, EUR, GBP, CAD, and AUD. The currency field in the output confirms which currency each price is in.

What does originalPrice mean? When a seller has reduced their listing price, originalPrice shows the previous higher price. If no discount has been applied, originalPrice is null.

Is the data real-time? Yes. Every run fetches live listings from Vestiaire's search API. No cached data is ever returned.

Can I collect multiple pages of results? Yes. The scraper paginates automatically in batches of 60 until maxItems is reached or the 10,000-result API limit is hit.

🔌 Integrate with any app

Export your dataset to:

Spreadsheets: Google Sheets, Microsoft Excel, Airtable

Databases: PostgreSQL, MySQL, MongoDB, Supabase

E-commerce: Shopify (via data import), WooCommerce

Automation: Make, Zapier, n8n, Pipedream

Analytics: Tableau, Power BI, Metabase, Google Looker Studio

🔗 Recommended Actors

Actor	Description
The RealReal Scraper	Extract authenticated luxury listings from The RealReal
eBay Scraper	Scrape active and completed eBay listings for pricing
OfferUp Scraper	Collect local marketplace listings from OfferUp

💡 Pro Tip: browse the complete ParseForge collection for 50+ ready-to-use data extractors covering luxury resale, marketplaces, travel, real estate, and more.

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🆘 Need Help? Open our contact form and we will get back to you within one business day.

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⚠️ Disclaimer: This actor is an independent tool not affiliated with, endorsed by, or connected to Vestiaire Collective SAS. It accesses only publicly available listing data. Use responsibly and in accordance with Vestiaire Collective's Terms of Service. ParseForge is not responsible for how collected data is used.