🛍️ Vestiaire Collective Listings Scraper

Easily extract product listings from Vestiaire Collective, the global resale marketplace for pre-owned luxury fashion. The Vestiaire Collective Listings Scraper gathers structured product data — name, brand, price, condition, seller, and images — for resale market analysis, price tracking, and catalog building, with optional deep product-detail enrichment.

Run it on the Apify platform for API access, scheduling, integrations (Make, Zapier, Google Sheets, webhooks), automatic proxy rotation, and run monitoring.

✨ Features

• 🏷️ Comprehensive Listing Data: Retrieve product name, description, brand, model, price, colors, likes, seller, images, and availability in a single pass.
• 🔍 Flexible Search: Scrape by free-text queries (brand/model/keyword) or browse whole categories with catalog filters.
• 🔬 Optional Deep Enrichment: Turn on Fetch product details to add measurements, material, condition, full pricing breakdown (seller earnings, buyer fees, duty/tax), the complete image set, and the full seller profile with ratings.
• 🌍 Localization: Choose country, currency, language, and size system for accurate, localized pricing.
• ⚡ Fast & Reliable: Clears Cloudflare automatically and enriches details over plain HTTP for efficient, large-scale extraction.
• 💸 Pay Only For What You Need: Two-tier pay-per-event pricing — cheap shallow listings, premium detail only when you want it.

🛠️ How It Works

1. Enter search queries or filters – Provide brand/keyword search terms, or set catalog filters to target a category.
2. (Optional) Enable Fetch product details – Add rich per-item data when you need the deepest information.
3. Run the scraper – Start the run and receive clean, structured JSON in the dataset, downloadable as JSON, CSV, Excel, or HTML.

⚙️ Input

Configure the run from the Input tab or via JSON. Available fields:

Field	Key	Type	Default	Description
Search queries	searchQueries	array	[]	Free-text search terms. Each query is scraped separately (capped at ~1,020 listings per query by the site).
Catalog filters	filters	object	{}	Vestiaire facet IDs applied to every search, e.g. {"categoryLvl0.id":["5"],"universe.id":["1"]}.
Sort by	sortBy	string	relevance	Result ordering: relevance, priceAsc, priceDesc, mostRecent, popularity.
Max items	maxItems	integer	50	Maximum number of unique listings to scrape across all queries.
Fetch product details	fetchProductDetails	boolean	false	Enrich every listing with the product-detail API.
Country	country	string	US	ISO country code for localized pricing and availability.
Currency	currency	string	USD	Currency code for prices.
Language	language	string	en	Language code for localized text.
Size type	sizeType	string	US	Size system for size facets (e.g. US, FR, IT).
Site ID	siteId	integer	(auto)	Advanced override of the Vestiaire site id for the detail API (derived from country if empty).
Proxy configuration	proxyConfiguration	object	Apify Residential	Proxy settings. Residential proxies are recommended to reliably clear Cloudflare.

Input example

{
    "searchQueries": ["Louis Vuitton handbag"],
    "filters": { "categoryLvl0.id": ["5"], "categoryLvl1.id": ["59"], "universe.id": ["1"] },
    "sortBy": "relevance",
    "maxItems": 50,
    "fetchProductDetails": true,
    "country": "US",
    "currency": "USD",
    "language": "en",
    "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }
}

Tip — finding filter IDs: open any category on the site, apply the filters you want, and read the facet IDs from the page's catalog data. Common top-level IDs include Bags (5) and the Women universe (1).

📊 Sample Output Data

The scraper provides structured JSON output with key product details. Example:

[
    {
        "id": 66581578,
        "url": "https://www.vestiairecollective.com/women-bags/handbags/louis-vuitton/blue-denim-jeans-baggy-louis-vuitton-handbag-66581578.shtml",
        "name": "Baggy handbag",
        "description": "Louis Vuitton 'Baggy PM' Shoulder Bag in denim. ...",
        "brand": "Louis Vuitton",
        "brandId": 17,
        "model": "Baggy",
        "priceAmount": 5509,
        "priceCurrency": "USD",
        "likes": 17,
        "sold": false,
        "inStock": true,
        "country": "US",
        "colors": ["Blue"],
        "sellerId": 8373199,
        "sellerName": "linda",
        "sellerIsOfficialStore": false,
        "pictures": ["https://images.vestiairecollective.com/produit/66581578-1_1.jpg"],
        "universeId": 1,
        "dutyFree": true,
        "createdAt": "2026-06-03T10:01:49.000Z",
        "searchQuery": "Louis Vuitton handbag"
    }
]

When Fetch product details is enabled, each item additionally includes condition, material, measurements, category, subcategory, pricingBreakdown, buyerFees, dutyAndTax, sellerDetail, and the full detailPictures set.

Output fields

Field	Description
id	Vestiaire product ID
url	Canonical product page URL
name / description	Listing title and description
brand / brandId / model	Brand and model
priceAmount / priceCurrency	Price and currency
likes	Number of likes
sold / inStock	Availability flags
colors	Color names
sellerId / sellerName / sellerIsOfficialStore	Seller info
pictures	Image URLs
createdAt	Listing creation time (ISO)
condition, material, measurements, pricingBreakdown, sellerDetail, ...	Detail-only fields (enrichment)

💡 Tips & Advanced Options

• Per-query cap: Vestiaire caps each query at about 1,020 listings (17 pages of 60). To collect a whole large category, split it into narrower searches — by brand, price range, condition, color, or sub-category.
• Localization: prices follow the country/currency you set, so set them explicitly for consistent values.
• Deduplication: listings are deduplicated by ID across all queries automatically.
• Cost control: start with Fetch product details off — listing data alone is already rich — and use residential proxies so sessions clear reliably (fewer retries = lower cost).

❓ FAQ & Disclaimer

Is scraping Vestiaire Collective legal? This Actor collects only publicly available catalog data and does not require login. You are responsible for using the data in compliance with Vestiaire Collective's Terms of Service, applicable laws, and data-protection regulations.

Why do some items have no details? Sold or inactive items return no detail payload; those listings are still included with their listing-level fields (and aren't charged for detail).

Support: Found a bug or need a custom field? Open an issue in the Actor's Issues tab.

💰 Pricing

This Actor uses a transparent pay-per-event model — you pay only for the data you actually receive. Leave enrichment off for cheap bulk discovery, or turn it on only when you need the deepest data. The Actor automatically stops once your run's charging limit is reached, so you never exceed your budget.

Event	Price (USD)	When it's charged	What you get
Product listing (product-listing)	$0.005	Once per unique listing scraped	Name, brand, model, price, colors, likes, seller, image, availability, description
Item detail (item-detail)	$0.015	Additionally, per detailed profile fetched	Measurements, material, condition, full pricing breakdown, 9 images, full seller profile with ratings

• Shallow mode (Fetch product details OFF): $0.005 / item.
• Full-detail mode (Fetch product details ON): $0.020 / item (product-listing + item-detail).

Example run costs

Scenario	Cost
50 listings, shallow	$0.25
50 listings, full detail	$1.00
1,000 listings, shallow	$5.00
1,000 listings, full detail	$20.00

Optimize your luxury resale strategy with the Vestiaire Collective Listings Scraper today! 🚀