Vestiaire Collective Scraper

What does Vestiaire Collective Scraper do?

Vestiaire Collective Scraper is a Vestiaire Collective product listing scraper for collecting structured luxury resale data from public search, category, brand, and tag URLs. You can provide a Vestiaire URL or a keyword, choose a result limit, and export listing records with product details, prices, images, seller information, stock signals, and engagement data.

The dataset is useful for resale market research, price monitoring, competitive analysis, sourcing, and historical catalog tracking. Each run produces clean records that can be downloaded as JSON, CSV, Excel, or XML and connected to downstream workflows.

Why use Vestiaire Collective Scraper?

• Resale market monitoring - Track brands, categories, prices, colors, sizes, availability, and demand signals across repeated runs.
• Pricing analysis - Compare numeric prices, formatted prices, currencies, likes, stock values, and seller details across listings.
• Inventory sourcing - Find products and brands that match a keyword or a curated Vestiaire Collective category URL.
• Competitive research - Build structured datasets for luxury fashion assortment, brand coverage, and marketplace analysis.
• Automation-ready output - Export results to files, spreadsheets, databases, dashboards, and workflow tools through Apify integrations.
• Repeatable collection - Run the Actor on demand or schedule recurring runs to compare listing changes over time.

What data can you extract from Vestiaire Collective?

Field	Type	Description
id	Number or String	Unique Vestiaire Collective listing identifier.
name	String	Listing title.
description	String	Listing description when provided.
brandId	Number or String	Brand identifier when provided.
brandName	String	Brand name associated with the listing.
country	String	Country or marketplace context for the listing.
link	String	Absolute product or listing URL.
likes	Number	Number of likes shown for the listing.
sold	Boolean	Whether the listing is marked as sold.
stock	Number, Boolean, or String	Stock value or availability status returned for the listing.
universeId	Number or String	Vestiaire Collective market or audience identifier.
createdAt	Number	Listing creation timestamp when provided.
colorNames	Array	Flattened list of color names.
primaryColor	String	First available color name.
size	String	Listing size label.
pictureUrls	Array	Absolute image URLs associated with the listing.
imageCount	Number	Number of unique image URLs in pictureUrls.
priceAmount	Number	Numeric listing price.
priceCurrency	String	Currency code for the listing price.
priceFormatted	String	Localized display version of the price.
sellerId	Number or String	Seller identifier when provided.
sellerName	String	Seller name or username when provided.
localEligible	Boolean	Whether local shipping is available for the listing.
directShippingEligible	Boolean	Whether direct shipping is available for the listing.
editorPicks	Object	Editor selection flags when provided.
sourceUrl	String	Vestiaire URL used as the source context for the record.
searchKeyword	String	Keyword applied to the search, when one was used.
appliedSort	String	Sort order applied to the search.
appliedCatalogPath	String	Category path applied to the search, when available.
appliedUniverseId	String	Market or audience filter applied to the search, when available.

Empty values are omitted from individual dataset items, so optional fields may not appear on every record.

How to use Vestiaire Collective Scraper

1. Open the Actor in Apify Console.
2. Paste a public Vestiaire Collective search, category, brand, or tag URL into url, or enter a product keyword in keyword.
3. Set results_wanted and max_pages for the size of the run.
4. Enable proxyConfiguration for larger or repeated runs when needed.
5. Run the Actor.
6. Review the dataset and download it or connect it to your workflow.

When url is provided, its search query, category path, and URL filters determine the collection context. Use keyword by itself for a keyword search. If both are empty, the Actor uses its default women's catalog context.

Input Parameters

Parameter	Type	Required	Default or prefill	Description
url	String	No	Prefilled with https://www.vestiairecollective.com/search/?q=gucci	Public Vestiaire Collective search, category, brand, or tag URL. URL query and category filters are used as the collection context.
keyword	String	No	Prefilled with gucci	Keyword for a product search when url is not supplied.
results_wanted	Integer	No	20	Maximum number of product listings to save. Minimum value is 1.
max_pages	Integer	No	10	Maximum number of result pages to process. Minimum value is 1.
proxyConfiguration	Object	No	{ "useApifyProxy": false }	Optional Apify Proxy settings for larger or repeated runs.

Output Data

The Actor writes one dataset item per unique listing. Product URLs and image URLs are returned as absolute URLs when available.

Usage Examples

Basic URL Collection

Collect listings from a Vestiaire Collective search URL:

{
    "url": "https://www.vestiairecollective.com/search/?q=gucci",
    "results_wanted": 20
}

Keyword Search

Search for a specific product phrase without supplying a URL:

{
    "keyword": "chanel handbag",
    "results_wanted": 50,
    "max_pages": 10
}

Category and Brand Monitoring

Collect a larger batch from a public category or brand URL for repeat monitoring:

{
    "url": "https://www.vestiairecollective.com/women-bags/handbags/gucci/",
    "results_wanted": 100,
    "max_pages": 8,
    "proxyConfiguration": {
        "useApifyProxy": true
    }
}

Sample Output

{
    "id": "65518631",
    "name": "Leather handbag",
    "description": "Pre-owned leather handbag in good condition.",
    "brandId": "37",
    "brandName": "Gucci",
    "country": "US",
    "link": "https://us.vestiairecollective.com/women-bags/handbags/gucci/",
    "likes": 18,
    "sold": false,
    "stock": "1",
    "universeId": "1",
    "createdAt": 1776303138,
    "colorNames": ["White", "Cream"],
    "primaryColor": "White",
    "size": "One size",
    "pictureUrls": [
        "https://images.vestiairecollective.com/produit/66074344-1.jpg",
        "https://images.vestiairecollective.com/produit/66074344-2.jpg"
    ],
    "imageCount": 2,
    "priceAmount": 749,
    "priceCurrency": "USD",
    "priceFormatted": "$749",
    "sellerId": 3201983,
    "sellerName": "fashioncloset",
    "localEligible": true,
    "directShippingEligible": true,
    "sourceUrl": "https://www.vestiairecollective.com/search/?q=gucci",
    "searchKeyword": "gucci",
    "appliedSort": "relevance",
    "appliedCatalogPath": "/women/",
    "appliedUniverseId": "1"
}

Optional fields such as editorPicks are included when Vestiaire Collective provides them for a listing.

Tips for Best Results

• Start with a small limit - Use results_wanted: 20 to validate the URL, keyword, and output before collecting a larger dataset.
• Use public listing URLs - Search, category, brand, and tag pages provide the context needed for collection. Individual product pages are not the primary input format.
• Keep URL filters focused - A specific brand or category URL usually produces a more useful dataset than a broad marketplace page.
• Use consistent inputs for monitoring - Repeat the same URL or keyword so price, stock, and engagement changes can be compared over time.
• Increase limits gradually - Raise results_wanted and max_pages after checking the first dataset preview.
• Expect optional fields - Sellers and listings may not publish every description, color, size, image, shipping, or seller field.
• Use proxy settings for larger runs - Enable Apify Proxy when a repeated or larger collection needs additional request stability.

Integrations

• Google Sheets - Review listing prices, brands, and availability in a shared spreadsheet.
• Airtable - Build a searchable luxury resale catalog with seller and product metadata.
• Webhooks - Trigger downstream processing after an Actor run finishes.
• Make or Zapier - Send fresh listing data to notifications, databases, and business workflows.
• Apify API - Start runs and retrieve dataset records from your own application.
• CSV, Excel, JSON, and XML - Export results for analysis, reporting, catalog work, and data pipelines.

Frequently Asked Questions

Can I search Vestiaire Collective by keyword?

Yes. Enter a phrase in keyword, such as gucci belt or chanel handbag, and leave url empty.

Can I use a Vestiaire Collective category or brand URL?

Yes. Provide a public search, category, brand, or tag URL in url. The Actor uses the URL path and its available query or filter context.

What happens when both url and keyword are provided?

The url takes priority. Its search query and category context are used for the run, so use keyword by itself when you want a keyword-only search.

Can I export Vestiaire Collective data to CSV or Excel?

Yes. Apify datasets can be downloaded as CSV, Excel, JSON, XML, and other supported formats.

Can I schedule recurring price monitoring?

Yes. Create an Apify schedule to run the same URL or keyword hourly, daily, weekly, or at another interval, then compare the resulting datasets.

Why is a field missing from a listing?

A field is missing when the source listing does not publish that value. The Actor removes empty values from each dataset item to keep records compact.

Is this an official Vestiaire Collective API?

No. This is an independent data collection Actor and is not affiliated with, endorsed by, or operated by Vestiaire Collective.

Is it legal to collect Vestiaire Collective data?

Public data collection may be permitted in some situations, but you are responsible for complying with Vestiaire Collective terms, applicable laws, privacy requirements, and the rules that apply to your use case.

Related Actors

• Nike Product Scraper - Collect Nike product prices, colors, images, inventory, and links for fashion and retail research.
• Namshi Product Scraper - Extract fashion and beauty product listings, prices, discounts, ratings, and stock data from Namshi.
• Asos Product Scraper - Collect structured fashion product data from ASOS for pricing, assortment, and competitor analysis.

Support

For issues, feature requests, or missing fields, use the Issues tab on the Actor page. Include the input used, the affected URL or keyword, and a representative dataset item when reporting a problem.

Legal Notice

This Actor is intended for legitimate collection of publicly available Vestiaire Collective listing data. Users are responsible for responsible data use, compliance with website terms, privacy rules, intellectual property requirements, and applicable laws. This Actor is not affiliated with Vestiaire Collective.