Vestiaire Collective Scraper

Vestiaire Collective Scraper

Scrape Vestiaire Collective listings from any search, category, or single URL, up to a million per run. Every item comes with its price, brand, condition, and seller info. Export to CSV, JSON, Excel, or XML.

Vestiaire Collective's catalog of pre-owned luxury fashion is spread across regional sites with different currencies and languages. This reads the public search and category feeds directly, so you can collect listings by brand, keyword, or product category without building a custom integration. It returns each match in one flat schema, ready for price monitoring, market research, or inventory analysis.

Who uses it	What they scrape Vestiaire Collective for
Luxury resellers	Monitor competitor pricing on specific brands and models across markets.
Market researchers	Track which designers and categories are gaining inventory and demand.
Data analysts	Build pricing datasets for pre-owned handbags, watches, and ready-to-wear.
E-commerce managers	Benchmark your own luxury catalog against the Vestiaire Collective marketplace.

What it does

This Actor collects Vestiaire Collective listings from a search, category, or single listing URL and returns each one as a flat row.

• 🌐 Multi-market support: Choose the subdomain (us., fr., uk.) to set the currency and language of the results.
• 🔍 Flexible input: Feed it a search URL, a category page, or a single .shtml listing.
• 📊 Deep collection: Sort by Price: Low to High to bypass the 1,100 listing depth limit the source applies to other sort orders.
• 📋 Optional detail fetch: Enable includeDetails to open each listing page and collect the full record: model, material, measurements, seller statistics, pricing breakdown, buyer fees, and shipping.

Results export to CSV, JSON, Excel, or XML, or straight from the API.

What you can do with Vestiaire Collective data

📈 Monitor luxury resale prices.

A reseller runs the Actor weekly on a Gucci search URL sorted by recency to track how listing prices move for the top 500 items.

🛍️ Analyze category inventory.

A market researcher scrapes the women-bags category sorted by price ascending to map the full range of available handbags and their conditions.

🌍 Compare markets.

A data analyst runs the same brand search on us.vestiairecollective.com and fr.vestiairecollective.com to compare pricing and availability between the US and France.

🔎 Audit a single listing.

An e-commerce manager drops a single .shtml URL with includeDetails enabled to pull the full product record, seller history, and fee structure for a competitor benchmark.

Why choose this scraper

	What you get
Multi-currency output	Pick the subdomain that matches your target market and get prices in USD, EUR, or GBP.
Bypass depth limits	Sort by price ascending to reach listings beyond the default 1,100-item cap.
Full listing details	Optionally open each listing to collect materials, measurements, seller stats, and fee breakdowns.

How it compares

This Actor focuses on flexible input and deep collection, while other Vestiaire Collective scrapers on Apify offer different strengths like sold-item access or seller intelligence.

Feature	ParseForge	Vestiaire Collective Scraper	Vestiaire Collective Scraper: Sold Items & Seller Intelligence	Vestiaire Collective Listings Scraper
Scrapes live listings	Yes	Yes	Yes	Yes
Scrapes sold listings	Not listed	Not listed	Yes	Not listed
Bypasses 1,100-item depth limit	Yes, via Price: Low to High sort	Not listed	Not listed	Not listed
Full listing detail fetch (materials, measurements, seller stats)	Yes, optional	Not listed	Not listed	Yes
Multi-currency via subdomain	Yes	Not listed	Yes, 70 markets	Not listed
Seller intelligence and duplicate detection	Not listed	Not listed	Yes	Not listed

Configure the run

Drive the Actor from a single Vestiaire Collective URL, and control the sort order and whether to fetch full listing details. The Input tab lists every parameter.

A first run with the defaults:

{
  "startUrl": "https://us.vestiairecollective.com/search/?q=gucci",
  "maxItems": 10,
  "sortBy": "relevance",
  "includeDetails": false,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

A larger pull:

{
  "startUrl": "https://us.vestiairecollective.com/search/?q=gucci",
  "maxItems": 200,
  "sortBy": "relevance",
  "includeDetails": false,
  "proxyConfiguration": {
    "useApifyProxy": true
  }
}

Pricing

Pay-per-result: $0.25 per result collected. You pay only for the results written to your dataset.

Results collected	Approximate cost
100 results	$25.00
1,000 results	$250.00
10,000 results	$2500.00

New Apify accounts start with $5 in free credit.

Free users

Free-plan runs return up to 10 results as a preview. Upgrade your Apify plan to collect up to 1,000,000 results per run.

Run it

1. Create a free Apify account with $5 in credit.
2. Open the Vestiaire Collective Scraper.
3. Set your inputs and any filters, then click Start.
4. Export the results as CSV, Excel, JSON, or XML from the Dataset tab.

Run it programmatically through the Apify API (run-sync-get-dataset-items) or the ApifyClient for JavaScript and Python.

Use with AI agents (MCP)

Give an AI agent live access to Vestiaire Collective through the Model Context Protocol. Add the Actor to Claude, Cursor, or any MCP client:

claude mcp add --transport http apify "https://mcp.apify.com?tools=parseforge/vestiairecollective-scraper"

Then prompt it in plain language to run the scraper and read back the results.

Troubleshooting

Why am I getting no results?

Check that your start URL is a valid Vestiaire Collective search, category, or listing page. If you are using a filtered URL, confirm the filters return results when you visit the page in a browser.

Why are prices in the wrong currency?

The currency is determined by the subdomain in your start URL. Change us. to fr. for euros or uk. for pounds.

Why did my run stop at 1,100 items?

Vestiaire Collective caps most sort orders at 1,100 listings. Switch the sortBy input to Price: Low to High to collect deeper.

Why is the run slow when includeDetails is on?

Enabling includeDetails makes one request per listing to fetch the full page. This is expected. Reduce maxItems or disable the option if you only need search-level data.

Why do I get a 403 or blocked error?

The Actor uses Apify Proxy by default, which rotates IPs to avoid blocks. If you still see errors, check your proxy configuration or contact support.

FAQ

Question	Answer
Can I scrape sold listings with this Actor?	No, this Actor collects live listings from the public search and category pages. It does not access sold listing data.
How do I get prices in a specific currency?	Use the subdomain in your start URL. us.vestiairecollective.com returns USD, fr. returns EUR, and uk. returns GBP.
What is the maximum number of listings I can scrape?	Paid users can set maxItems up to 1,000,000. Free users are limited to a 10-item preview.
How do I scrape more than 1,100 listings from a category?	Set the sort order to Price: Low to High. This bypasses the 1,100 listing depth limit that Vestiaire Collective applies to other sort orders.
Does this Actor handle authentication or login?	No, it reads the public pages only. No login, API key, or app registration is required.
Can I filter by brand, color, or condition?	Yes. Apply your filters on the Vestiaire Collective website, then copy the resulting URL with its hash parameters and use it as your start URL.
What does the includeDetails option do?	It opens each individual listing page to collect the full record: model, material, measurements, seller statistics, pricing breakdown, buyer fees, and shipping. This adds one request per listing.
Can I scrape a single product page?	Yes, paste a direct .shtml listing URL into the start URL field. The Actor will collect that single listing.
What export formats are supported?	You can export your dataset to CSV, JSON, Excel, or XML from the Apify platform.
Does the Actor follow pagination automatically?	Yes, it paginates through search and category results until it reaches your maxItems limit or the end of the listings.

Related actors

• vestiairecollective-scraper: Use this for live listing data, price monitoring, and market research on Vestiaire Collective.

Browse the full ParseForge collection for more scrapers.

🆘 Need help? Email parseforge@protonmail.com with your run ID, your input, and what you expected.

⚠️ Disclaimer. This Actor is unofficial and is not affiliated with, endorsed by, or sponsored by Vestiaire Collective. It collects only publicly available data. You are responsible for using the collected data in compliance with the source's terms of service and applicable data-protection laws, including GDPR, CCPA, and PIPL. Do not use it to collect personal data unlawfully.