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Vestiaire Collective Scraper

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Vestiaire Collective Scraper

Vestiaire Collective Scraper

Extract product data from Vestiaire Collective! Automate collection of luxury fashion listings including prices, brands, images, seller information, and detailed product data. Perfect for market research, price monitoring, inventory tracking, and competitive analysis of pre-owned designer items.

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Pay per event

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ParseForge

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👜 Vestiaire Collective Scraper

🚀 Collect luxury resale listings from Vestiaire Collective in minutes. Paste any search or category URL and export prices, brands, seller data, product specs, and images. No coding, no account required.

🕒 Last updated: 2026-04-16 · 📊 36+ fields per product · 🔗 URL-based input · 👜 Pre-owned luxury · 🚫 No auth required

The Vestiaire Collective Scraper collects pre-owned luxury fashion data from Vestiaire Collective, returning 36+ fields per product: brand, title, price, original price, condition, size, color, material, seller name, seller location, editorial pick status, image gallery, and product URL. Runs support up to 1,000,000 items on a paid plan.

The Actor accepts any Vestiaire Collective URL: search results, category pages, brand pages, or individual product pages. Optional detail-page fetching adds comprehensive product specifications, seller history, and full image galleries.

🎯 Target Audience💡 Primary Use Cases
Fashion resellers, luxury brand analysts, e-commerce teams, price-monitoring services, market researchers, investment analystsResale price tracking, brand monitoring, inventory sourcing, market sizing, authentication research, competitor analysis

📋 What the Vestiaire Collective Scraper does

URL-based input with optional detail enrichment:

  • 🔗 URL mode. Paste any Vestiaire Collective URL: search, category, brand, or product pages.
  • 📝 Detail page fetching. Optional mode visits each product page for full specs, seller info, and image gallery.
  • 📦 Automatic pagination. Follows listing pages until maxItems is reached.

Each product record includes brand, title, price, original retail price, discount percentage, condition, size, color, material, category, seller name, seller location, seller rating, editorial pick status, image URLs, product URL, and timestamps.

💡 Why it matters: luxury resale is a $30B+ market. Tracking competitor pricing, sourcing inventory, and monitoring brand presence across resale platforms requires structured data. This Actor exports Vestiaire Collective listings at scale.


🎬 Full Demo

🚧 Coming soon: a 3-minute walkthrough showing how to go from sign-up to a downloaded dataset.


⚙️ Input

InputTypeDefaultBehavior
startUrlstring""Vestiaire Collective URL: search, category, brand, or product pages.
maxItemsinteger10Max products. Free: up to 100. Paid: up to 1,000,000.
includeDetailsbooleanfalseVisit each product page for full specs and images.
proxyConfigurationobjectApify residentialResidential proxies recommended for reliable scraping.

Example: Chanel bags on Vestiaire.

{
"startUrl": "https://www.vestiairecollective.com/search/?q=chanel+bag",
"maxItems": 50,
"includeDetails": true
}

Example: designer shoes category.

{
"startUrl": "https://www.vestiairecollective.com/women-shoes/",
"maxItems": 200
}

⚠️ Good to Know: enabling includeDetails visits each product's detail page for full specifications, seller data, and image galleries. This is slower but returns much richer data. Residential proxies are recommended.


📊 Output

Each product record contains 36+ fields (with details enabled). Download the dataset as CSV, Excel, JSON, or XML.

🧾 Schema (key fields)

FieldTypeExample
🖼️ imageUrlstring"https://images.vestiairecollective.com/..."
👜 brandstring"Chanel"
📝 titlestring"Classic Flap Leather Handbag"
💰 pricenumber3200
💵 originalPricenumber | null6500
📊 discountstring"51% off"
🏷️ conditionstring"Very Good"
📏 sizestring"One Size"
🎨 colorstring"Black"
🧵 materialstring"Leather"
📂 categorystring"Handbags"
👤 sellerNamestring"LuxuryCloset"
📍 sellerLocationstring"Paris, France"
sellerRatingnumber | null4.8
editorialPickbooleanfalse
🖼️ imagesarray["https://images.vestiairecollective.com/..."]
🔗 productUrlstring"https://www.vestiairecollective.com/..."
🕒 scrapedAtISO 8601"2026-04-16T00:00:00.000Z"

📦 Sample records


✨ Why choose this Actor

Capability
👜36+ fields per product. Brand, price, condition, size, color, material, seller, and images.
💰Price comparison data. Current price, original retail, and discount percentage.
👤Seller intelligence. Name, location, and rating per seller.
Editorial pick flag. Identify Vestiaire-curated listings.
📝Optional detail pages. Full specs, image gallery, and seller history.
Scalable. From quick 10-item samples to full category sweeps.
🚫No authentication. No Vestiaire account needed.

📊 The global pre-owned luxury market is valued at over $30 billion. Structured access to resale listings powers every pricing strategy, sourcing operation, and brand-monitoring workflow.


📈 How it compares to alternatives

ApproachCostCoverageRefreshFiltersSetup
⭐ Vestiaire Collective Scraper (this Actor)$5 free credit, then pay-per-useAny Vestiaire pageLive per runURL-based with all site filters⚡ 2 min
Manual Vestiaire browsingFreeManualManualUI only🕒 Hours per search
Paid luxury market data platforms$500-5,000/monthMulti-platformVariesMany🐢 Weeks

Pick this Actor when you want luxury resale data on demand, with seller and pricing details, without browsing listings one by one.


🚀 How to use

  1. 📝 Sign up. Create a free account with $5 credit (takes 2 minutes).
  2. 🌐 Open the Actor. Go to the Vestiaire Collective Scraper page on the Apify Store.
  3. 🎯 Set input. Paste a Vestiaire URL and set maxItems. Optionally enable detail fetching.
  4. 🚀 Run it. Click Start and let the Actor collect your data.
  5. 📥 Download. Grab your results in the Dataset tab as CSV, Excel, JSON, or XML.

⏱️ Total time from signup to downloaded dataset: 3-5 minutes. No coding required.


💼 Business use cases

💰 Resellers & Consignment

  • Track pricing trends by brand and category
  • Source inventory at competitive prices
  • Monitor competitor listings and pricing
  • Identify undervalued items for arbitrage

📊 Brand & Market Analysis

  • Monitor brand presence on resale platforms
  • Track discount depth and sell-through velocity
  • Compare pricing across luxury resale sites
  • Study category trends (bags vs shoes vs watches)

🛡️ Authentication & Compliance

  • Track listing patterns for counterfeit detection
  • Monitor seller reputation and rating trends
  • Build price databases for authentication reference
  • Audit editorial pick criteria and curation

📈 Investment & Valuation

  • Track resale value retention by brand
  • Build investment indices for collectible fashion
  • Compare original retail vs resale pricing
  • Monitor condition-to-price relationships

🔌 Automating Vestiaire Collective Scraper

Control the scraper programmatically for scheduled runs and pipeline integrations:

  • 🟢 Node.js. Install the apify-client NPM package.
  • 🐍 Python. Use the apify-client PyPI package.
  • 📚 See the Apify API documentation for full details.

The Apify Schedules feature lets you trigger this Actor on any cron interval. Daily pulls keep your luxury pricing database in sync.


❓ Frequently Asked Questions


🔌 Integrate with any app

Vestiaire Collective Scraper connects to any cloud service via Apify integrations:

  • Make - Automate multi-step workflows
  • Zapier - Connect with 5,000+ apps
  • Slack - Get alerts on price drops
  • Airbyte - Pipe luxury data into your warehouse
  • GitHub - Trigger runs from commits and releases
  • Google Drive - Export datasets straight to Sheets

💡 Pro Tip: browse the complete ParseForge collection for more e-commerce and luxury scrapers.


🆘 Need Help? Open our contact form to request a new scraper, propose a custom data project, or report an issue.


⚠️ Disclaimer: this Actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Vestiaire Collective or any of its subsidiaries. All trademarks mentioned are the property of their respective owners. Only publicly available listing data is collected.