One Vestiaire Collective reference number opens on the French, US and UK sites in euros, dollars and pounds. Our Vestiaire Collective scraper records each price.
Plans from €169/month · Free project assessment · Reply within 1 business day
You tell us which country sites, designers, categories and condition grades matter; we build the crawlers, run them on your schedule and repair them when Vestiaire Collective changes its pages. The catalogue sits behind bot protection, so pacing, proxy rotation, CAPTCHA handling and page rendering are part of the service rather than something you arrange.
To scrape Vestiaire Collective in full, the crawl is cut into slices: a catalogue header stops counting at 999+ items, so we split by designer, sub-category, size, condition, Shipped From country and price band, then merge the slices on the Reference number. Every row keeps the country site it was read on. You receive CSV, Excel or JSON with field documentation, by e-mail, in Google Drive or in an Amazon S3 bucket. Plans start from EUR 169 a month, or EUR 199 for a one-time extract.
A listing page on Vestiaire Collective ends with a details table - Online since, Categories, Category, Sub-category, Designer, Model where the item has one, Condition, Material, Colour, Size, Location, Reference - and that table is the backbone of each row. The Reference is the number that closes the .shtml address, and it survives translation: the French site rewrites the address in French words but keeps the number.
Seller names, @handles and profile photos are personal data, so they stay out by default, while the statistics that describe how a seller performs stay in. A seller marked Professional is a registered business and can be named in the row.
The product page is one view; the coverage plan decides what the dataset is worth.
Vestiaire Collective was co-founded in Paris in 2009 and sells pre-owned luxury and designer fashion. Listings come from individual members and from registered professional sellers, and each one describes a single item with its own condition grade. What sets the platform apart for a buyer of data is how much of the transaction it touches. An order placed with Authenticated Shipping passes through Vestiaire Collective's own teams, who check authenticity, the match with the description and the stated condition before it travels on; with Direct Shipping the parcel goes straight from seller to buyer. Express Delivery items already sit in a Vestiaire Collective location, ship the next day and arrive with the check done.
Curation shows on the page too. Selected pieces carry a We Love tag, older ones a Vintage tag, and the words "via our Concierge Service" under a seller show that the item came in through the Concierge Service, Vestiaire Collective's consignment offer for sellers. Fast fashion brands are no longer accepted, so they do not turn up in the designer field, and official Brand Partners such as Chloé and Burberry work with the platform directly. Sellers earn a Trusted Seller or Expert Seller badge from six months of sales volume, conformity to description and shipping speed, and businesses trade through the Professional Seller Service.
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Customers worldwide
Pages extracted
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€199 / one-time
setup fee - included
€169 / mo
setup fee €499
€229 / mo
setup fee €499
€349 / mo
setup fee €499
€549 / mo
setup fee €799
Delivery: CSV, JSON or XLSX files, our API or a JSON feed. MCP server on request.
Full plan details →Vestiaire Collective pairs every resale price with evidence about the item: condition grade, material, size system and authentication route sit on the same row as the amount, so comparisons hold up.
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If you sell online, run a marketplace, or advise e-commerce clients, you already know why eBay matters: it’s one of the few places where big retailers compete side by side with thousands of small merchants and private sellers.
E-commerce teams do not just need “some” competitor data anymore. They need a continuous stream of real prices, discounts, stock levels, reviews, and seller behavior from the platforms that actually shape their markets.
Amazon provides valuable information gathered in one place: products, reviews, ratings, exclusive offers, news, etc. So scraping data from Amazon will help solve the problems of the time-consuming process of extracting data from e-commerce.
ScrapeIt is a managed web scraping service: we build, run and maintain the crawlers, and you receive the dataset with field documentation. Luxury resale brings its own puzzles - five condition grades, size systems from several countries, one item priced differently on each country site - and we solve them once in the schema rather than in your spreadsheet. Every project starts with a free assessment, a sample can come first, and runs are one-off or on the schedule you choose. Personal data is handled under GDPR, and we do not build profiles of individual sellers.
Yes. The ScrapeIt Vestiaire Collective API returns the Reference, designer, condition grade, size with its system, current and crossed-out price and the country site as JSON from an endpoint we host, refreshed on the schedule you set. The same rows can also arrive as CSV or XLSX files, through a JSON feed or loaded into your database.
Yes. Listing pages show designer, condition, size, price, location and seller statistics to anyone who opens them, without an account. We collect only publicly available data - everything a visitor can see on Vestiaire Collective - and we collect it legally. Seller names and handles are left out by default under GDPR.
Yes. On Vestiaire Collective a price drop is final - the seller cannot raise the price again without relisting - and a reduced listing shows its previous price crossed out next to the new one, while the 48h Price Drops section gathers cuts that last 48 hours. A daily run keyed on the Reference records each change with its date, so you see the whole path from first to latest asking price.
Yes. The French, German, Spanish, Italian, Dutch, Swedish and US sites and the English site in pounds can be crawled separately or together. A single-site dataset carries that site's currency, language and prices; a multi-site one adds a country site column, so one Reference can be compared across markets.
The performance signals the listing shows: the Trusted Seller or Expert Seller badge, Usually ships in, items sold, shipped and cancelled, plus the country the item ships from. Names, @handles and profile photos of private sellers stay out by default, while sellers marked Professional are registered businesses and can be named.
Step 1 - Make a Request
You share your needs, expectations, and desired timeframe. We’ll suggest the best solution based on your request and budget.
Step 2 - Configuring Custom Web Crawlers
Our specialists configure the crawlers and extract a sample dataset for your review before proceeding with the full-scale extraction.
Step 3 - Collect and Deliver
Once you approve the sample, we launch the project and start full data collection. We gather, filter, and structure the data for easy use, delivering it on time in your preferred format.
Step 4 - Maintain and Support
Our team manages ongoing processes, monitors website changes, and supports all data extraction cycles. We can also help integrate data into your systems or create dashboards to simplify analysis.
Vestiaire Collective data from €169/month. Free project assessment, reply within 1 business day.
Scrapeit Sp. z o.o.
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