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6.1K+
- API based scraper
Use our interface to build your api request - Automation in scale
Build your own scheduler to control the frequency - Delivery
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Vestiaire Collective Scraper API
Scrape Vestiaire Collective listings across pre-owned designer clothing, handbags, shoes, watches, and jewelry. Collect data such as product title, description, brand, designer, product category, category tree, item ID, variant ID, listing URL, and so much more.
No credit card required
1 scrapers
- Free tier - 5K records a month for free
- Scrape on demand via API or no-code scraper
- Pay only for successfully delivered results
- Bulk request handling, up to 5K URLs
Trusted by 50,000+ customers worldwide
Web Scrapers
Available eCommerce scrapers
Remove the need to develop and maintain the infrastructure. Simply extract high volume web data, and ensure scalability and reliability using web scraper APIs or no-code scrapers.
Just want data? Skip scraping. Purchase a Vestiaire Collective Dataset
Pricing
Web Scraper API Pricing
Only pay for what’s successfully delivered. No hidden fees, no charges for failed deliveries.
Records per month: 5K
$/mo
$
per 1,000 records
Your whole bill. Proxies, unblocking, parsing included.
Get started
- Pay only for success, no hidden fees
- Start free with 5,000 monthly credits
- No upfront commitment, cancel anytime
- 24/7 expert support and enterprise features
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Effortlessly scrape Vestiaire Collective data
CODE EXAMPLES
Easily scrape Vestiaire Collective data without worrying about being blocked.
Input
JSON
curl -H "Authorization: Bearer API_TOKEN" -H "Content-Type: application/json" -d '' "https://api.brightdata.com/datasets/v3/trigger?dataset_id=gd_mpjz42hp1evh12alm8&format=json&uncompressed_webhook=true"
Output
JSON
[
{
"timestamp": "2026-10-22",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/trousers\/prada\/black-polyester-prada-trousers-7172671.shtml",
"item_id": "7172671",
"variant_id": "7172671",
"title": "Straight",
"description": "Pantalones rectos negros de Prada con cremallera dos bolsillos laterales trabillas para el cinturón bolsillo trasero con...",
"product_category": "Home \u003E Prada \u003E Women Clothing \u003E Trousers \u003E Straight \u003E Prada Trousers \u003E Black Polyester Prada Trousers",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/us.vestiairecollective.com\/"
},
{
"name": "Prada",
"url": "https:\/\/us.vestiairecollective.com\/prada\/"
},
{
"name": "Women Clothing",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/"
},
{
"name": "Trousers",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/trousers\/"
},
{
"name": "Straight",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/trousers\/"
},
{
"name": "Prada Trousers",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/trousers\/prada\/"
},
{
"name": "Black Polyester Prada Trousers",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/trousers\/prada\/black-polyester-prada-trousers-7172671.shtml"
}
]
},
{
"timestamp": "2026-10-22",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/knitwear\/maison-martin-margiela\/blue-cotton-maison-martin-margiela-kni...",
"item_id": "71303629",
"variant_id": "71303629",
"title": "Knitwear",
"description": "Blue knit top from Maison Martin Margiela for women. Made from cotton. Very good condition. Size XL International.",
"product_category": "Home \u003E Maison Martin Margiela \u003E Women Clothing \u003E Knitwear \u003E Maison Martin Margiela Knitwear \u003E Maison Martin Margiela Kni...",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/us.vestiairecollective.com\/"
},
{
"name": "Maison Martin Margiela",
"url": "https:\/\/us.vestiairecollective.com\/maison-martin-margiela\/"
},
{
"name": "Women Clothing",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/"
},
{
"name": "Knitwear",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/knitwear\/"
},
{
"name": "Maison Martin Margiela Knitwear",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/knitwear\/maison-martin-margiela\/"
},
{
"name": "Maison Martin Margiela Knitwear",
"url": "https:\/\/us.vestiairecollective.com\/"
}
]
},
{
"timestamp": "2026-10-22",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/knitwear\/dolce-gabbana\/gold-linen-dolce-gabbana-knitwear-10723997.shtm...",
"item_id": "10723997",
"variant_id": "10723997",
"title": "Linen knitwear",
"description": "Sleeveless top in linen Dolce \u0026 Gabbana Size indicated 44 Measures Armpit to armpit 42cm x2 Total length 59cm Very good ...",
"product_category": "Home \u003E Dolce \u0026 Gabbana \u003E Women Clothing \u003E Knitwear \u003E Dolce \u0026 Gabbana Knitwear \u003E Dolce \u0026 Gabbana Linen knitwear",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/us.vestiairecollective.com\/"
},
{
"name": "Dolce \u0026 Gabbana",
"url": "https:\/\/us.vestiairecollective.com\/dolce-gabbana\/"
},
{
"name": "Women Clothing",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/"
},
{
"name": "Knitwear",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/knitwear\/"
},
{
"name": "Dolce \u0026 Gabbana Knitwear",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/knitwear\/dolce-gabbana\/"
},
{
"name": "Dolce \u0026 Gabbana Linen knitwear",
"url": "https:\/\/us.vestiairecollective.com\/"
}
]
},
{
"timestamp": "2026-10-22",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/jackets\/agnona\/anthracite-wool-agnona-jacket-52447992.shtml",
"item_id": "52447992",
"variant_id": "52447992",
"title": "Wool blazer",
"description": "Agnona Blazer This elegant blazer from Agnona impresses with its minimalist, open silhouette without lapels, which gives...",
"product_category": "Home \u003E Agnona \u003E Women Clothing \u003E Jackets \u003E Blazers \u003E Agnona Jackets \u003E Agnona Wool blazer",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/us.vestiairecollective.com\/"
},
{
"name": "Agnona",
"url": "https:\/\/us.vestiairecollective.com\/agnona\/"
},
{
"name": "Women Clothing",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/"
},
{
"name": "Jackets",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/jackets\/"
},
{
"name": "Blazers",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/jackets\/"
},
{
"name": "Agnona Jackets",
"url": "https:\/\/us.vestiairecollective.com\/women-clothing\/jackets\/agnona\/"
},
{
"name": "Agnona Wool blazer",
"url": "https:\/\/us.vestiairecollective.com\/"
}
]
},
{
"timestamp": "2026-10-22",
"url": "https:\/\/us.vestiairecollective.com\/women-bags\/handbags\/pauric-sweeney\/silver-python-pauric-sweeney-handbag-52583458.shtm...",
"item_id": "52583458",
"variant_id": "52583458",
"title": "Python handbag",
"description": "Silver python bag It has an inside pocket that closes with a zipper and two open pockets.",
"product_category": "Home \u003E Pauric Sweeney \u003E Women Bags \u003E Handbags \u003E Pauric Sweeney Handbags \u003E Pauric Sweeney Python handbag",
"category_tree": [
{
"name": "Home",
"url": "https:\/\/us.vestiairecollective.com\/"
},
{
"name": "Pauric Sweeney",
"url": "https:\/\/us.vestiairecollective.com\/pauric-sweeney\/"
},
{
"name": "Women Bags",
"url": "https:\/\/us.vestiairecollective.com\/women-bags\/"
},
{
"name": "Handbags",
"url": "https:\/\/us.vestiairecollective.com\/women-bags\/handbags\/"
},
{
"name": "Pauric Sweeney Handbags",
"url": "https:\/\/us.vestiairecollective.com\/women-bags\/handbags\/pauric-sweeney\/"
},
{
"name": "Pauric Sweeney Python handbag",
"url": "https:\/\/us.vestiairecollective.com\/"
}
]
}
]
Vestiaire Collective scraping use cases
Resale price intelligence
Track how pre-owned luxury is priced against retail. Collect product titles, brands, categories and listing URLs across the marketplace to see which designers and categories hold value, and where resale prices sit relative to the primary market.
Brand and category monitoring
Follow how your own labels circulate on the secondary market. Collect brand, product category and category-tree data to measure which pieces are being resold, in what volume, and how that shifts across seasons.
Assortment and sourcing research
Map what the marketplace actually carries before you buy. Collect titles, descriptions, categories and variant identifiers to size the supply behind a designer or category, and spot the gaps worth sourcing into.
Leading the way in ethical web data collection
We have set the gold standard for ethical and compliant web data practices. Our peer network is built on trust, with every member personally opting in and the guarantee of zero personal data collection. We champion the collection of only publicly available data, backed by an industry-leading Know Your Customer process and a transparent Acceptable Use Policy. Our global, multilingual Compliance & Ethics team, the first of its kind, ensures we stay ahead of regulatory changes and best practices.
DEPLOY FASTER
Scrape Vestiaire Collective with one API call
Data Discovery
Detecting data structures and patterns to ensure efficient, targeted extraction of data.
Bulk Request Handling
Reduce server load and optimize data collection for high-volume scraping tasks.
Data Parsing
Efficiently converts raw HTML into structured data, easing data integration and analysis.
Data validation
Ensure data reliability and save time on manual checks and preprocessing.
UNDER THE HOOD
Never worry about proxies and CAPTCHAs again
- Automatic IP Rotation
- CAPTCHA Solver
- User Agent Rotation
- Custom Headers
- JavaScript Rendering
- Residential Proxies
API for Seamless Vestiaire Collective Data Access
Comprehensive, Scalable, and Compliant Web Data Extraction
API for Seamless Vestiaire Collective Data Access
Comprehensive, Scalable, and Compliant Web Data Extraction
Tailored to your workflow
Get structured data in JSON, NDJSON, or CSV files through Webhook or API delivery.
Built-in infrastructure and unblocking
Get maximum control and flexibility without maintaining proxy and unblocking infrastructure. Easily scrape data from any geo-location while avoiding CAPTCHAs and blocks.
Battle-proven infrastructure
Bright Data’s platform powers 50,000+ companies worldwide, offering peace of mind with 99.99% uptime, access to 400M+ real user IPs covering 195 countries.
Industry leading compliance
Our privacy practices comply with data protection laws, including the EU data protection regulatory framework, GDPR, and CCPA.
Why 50,000+ Customers Choose Bright Data
100% Compliant
Scraped data is ethically obtained and compliant with all privacy laws.
24/7 Global Support
A dedicated team of data professionals is here to help.
Complete Data Coverage
Access 400 million+ global IPs to scrape data from any website.
Unmatched Data Quality
Advanced technologies and validation methods for quality data.
Powerful Infrastructure
Scrape high-volume data without getting blocked.
Custom Solutions
Get tailored solutions to meet unique needs and goals.
Bright Data is used by world's top brands
Want to learn more?
Talk to an expert to discuss your Vestiaire Collective scraping needs
Vestiaire Collective Scraper API FAQs
What is the Vestiaire Collective Scraper API?
The Vestiaire Collective Scraper API is a powerful tool designed to automate data extraction from the Vestiaire Collective website, allowing users to efficiently gather and process large volumes of data for various use cases.
How does the Vestiaire Collective Scraper API work?
The Vestiaire Collective Scraper API works by sending automated requests to targeted website, extracting the necessary data points, and delivering them in a structured format. This process ensures accurate and quick data collection.
Is the Vestiaire Collective Scraper API compliant with data protection regulations?
Yes, the Vestiaire Collective Scraper API is designed to comply with data protection regulations, including GDPR and CCPA. It ensures that all data collection activities are performed ethically and legally.
Can I use the Vestiaire Collective Scraper API for competitive analysis?
Absolutely! The Vestiaire Collective Scraper API is ideal for competitive analysis, allowing you to gather insights into your competitors' activities, trends, and strategies.
How can I integrate the Vestiaire Collective Scraper API with my existing systems?
The Vestiaire Collective Scraper API offers flawless integration with various platforms and tools. You can use it with your existing data pipelines, CRM systems, or analytics tools to improve your data processing capabilities.
Is there a free tier available for the Vestiaire Collective Scraper API?
Yes! Every new Bright Data account automatically includes 5,000 free credits per month (approximately $7.50 in value) — no credit card required, no promo code, no commitment. These credits apply to Scrapers (including the Vestiaire Collective Scraper API), as well as the Unlocker API and SERP API. Credits renew on the 1st of each month, and you can start making API calls immediately after signing up.
What happens when my free credits run out while using the Vestiaire Collective Scraper API?
When your 5,000 free monthly credits are exhausted, behavior depends on your account balance. If you have pre-deposited funds, usage continues seamlessly at standard PAYG rates with no interruption. If you have no deposited funds, requests will return an error until you add funds or until your credits renew on the 1st of the following month. Note that unused free credits do not roll over.
To avoid interruptions, you can enable auto-recharge in your billing settings at brightdata.com/cp/billing/settings.
What are the usage limits for the Vestiaire Collective Scraper API?
There are no specific usage limits for the Vestiaire Collective Scraper API, offering you the flexibility to scale as needed.
Do you provide support for the Vestiaire Collective Scraper API?
Yes, we offer dedicated support for the Vestiaire Collective Scraper API. Our support team is available 24/7 to assist you with any questions or issues you may encounter while using the API.
What delivery methods are available?
Amazon S3, Google Cloud Storage, Google PubSub, Microsoft Azure Storage, Snowflake, and SFTP.
What file formats are available?
JSON, NDJSON, JSON lines, CSV, and .gz files (compressed).