Vestiaire Collective Scraper
Pricing
from $19.00 / 1,000 results
Vestiaire Collective Scraper
Scrapes Vestiaire Collective luxury fashion listings by search query. Returns each listing as a flat row with price, condition, seller, and metadata. Export to CSV, JSON, Excel, or XML.
Pricing
from $19.00 / 1,000 results
Rating
0.0
(0)
Developer
ParseForge
Maintained by CommunityActor stats
0
Bookmarked
5
Total users
1
Monthly active users
2 days ago
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Vestiaire Collective Scraper
Scrape Vestiaire Collective luxury listings by brand, keyword, or product, up to a million per run. Every item comes with its price, condition, seller, and full listing details. No login or API key. Export to CSV, JSON, Excel, or XML.
Vestiaire Collective's official API is closed to most buyers, and manual browsing is slow. This reads the public search results directly, filtered by query, price, currency, and sort order, and returns each match in one fixed schema. It is built for resellers, analysts, and anyone who needs luxury resale data at scale.
| Who uses it | What they scrape Vestiaire Collective for |
|---|---|
| Luxury resellers | Monitor competitor pricing and find items to flip |
| Market researchers | Track which brands and models are trending in resale |
| Price monitoring tools | Feed daily price snapshots into dashboards |
| Data analysts | Build datasets of luxury item attributes for modeling |
What it does
This Actor collects Vestiaire Collective listings by search query and returns each one as a flat row with price, condition, seller, and listing metadata.
- 🔍 Search by query: any brand, product, or keyword, like 'chanel bag' or 'gucci shoes'.
- 💰 Price and currency filters: choose USD, EUR, GBP, CAD, or AUD, and sort by price or relevance.
- 📊 Flat row output: each listing is one row, ready for CSV, JSON, Excel, or XML.
- ⚡ Scale up to a million listings: set maxItems and let it run.
Results export to CSV, JSON, Excel, or XML, or straight from the API.
What you can do with Vestiaire Collective data
📈 Price monitoring for luxury resale.
A reseller runs the Actor daily for 'chanel bag' sorted by newest, and compares prices to their own inventory to adjust listings.
🔎 Market research on brand trends.
An analyst scrapes all listings for 'gucci' over a month, then counts models and conditions to see what is moving.
🛒 Sourcing inventory for a boutique.
A boutique owner searches for 'louis vuitton' under a price cap, filters by condition, and contacts sellers for bulk purchases.
📊 Building a luxury pricing dataset.
A data scientist collects thousands of listings across brands and currencies to train a price prediction model.
Why choose this scraper
| What you get | |
|---|---|
| No API key | Uses the public search, no registration or OAuth |
| Fixed schema | Every listing returns the same fields, no surprises |
| Bulk export | CSV, JSON, Excel, or XML for any downstream tool |
| Sort and filter | Relevance, price, newest, or most liked, in five currencies |
How it compares
This Actor focuses on fast, bulk search scraping with flexible sorting and currency options, while competitors may offer enriched profiles or cross-platform arbitrage.
| Feature | ParseForge | Vestiaire Collective Scraper | Vestiaire Collective Listings Scraper | Hermes Birkin/Kelly & Chanel Classic Cross-Platform Arbitrage |
|---|---|---|---|---|
| Search by keyword or brand | Yes | Yes | Yes | Not listed |
| Sort by price, newest, or likes | Yes | Not listed | Not listed | Not listed |
| Multiple currency support | Yes | Not listed | Not listed | Not listed |
| Enriched seller profiles | Not listed | Not listed | Yes | Not listed |
| Cross-platform arbitrage (Rebag, Fashionphile, etc.) | Not listed | Not listed | Not listed | Yes |
| Up to 1,000,000 listings per run | Yes | Not listed | Not listed | Not listed |
Configure the run
Drive the Actor with a search query, then set the maximum number of listings, the sort order, and the currency. Filters run as each listing is read, so only matches reach your dataset. The Input tab lists every parameter.
A first run with the defaults:
A larger pull:
Pricing
Pay-per-result: $0.021 per result collected. You pay only for the results written to your dataset.
| Results collected | Approximate cost |
|---|---|
| 100 results | $2.10 |
| 1,000 results | $21.00 |
| 10,000 results | $210.00 |
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
- Create a free Apify account with $5 in credit.
- Open the Vestiaire Collective Scraper.
- Set your inputs and any filters, then click Start.
- 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:
Then prompt it in plain language to run the scraper and read back the results.
Troubleshooting
Why am I getting no results?
Check your query. Try a broader term like 'bag' instead of a very specific model. Also ensure the currency is set correctly, as some items may not be listed in all currencies.
The run stops before reaching maxItems.
Vestiaire Collective may have fewer results than your maxItems, or the search may be rate-limited. Try a different query or reduce maxItems.
Prices are in the wrong currency.
Set the currency field to your desired currency. The Actor requests prices in that currency from the search results.
Some listings are missing fields.
Not all listings have every field, such as condition or seller. The Actor returns what is available on the search page.
The Actor is slow.
Vestiaire Collective may throttle requests. Reduce maxItems or run during off-peak hours.
FAQ
| Question | Answer |
|---|---|
| Do I need a Vestiaire Collective account or API key? | No. The Actor reads the public search results, so no login or key is required. |
| What data does each listing include? | Each row includes the listing title, price, currency, condition, seller name, and other metadata available on the search page. The exact fields are shown in the sample output. |
| Can I scrape a specific brand or product? | Yes. Use the query field for any brand, product, or keyword, like 'chanel bag' or 'gucci shoes'. |
| How many listings can I get in one run? | You can set maxItems up to 1,000,000. The Actor will stop when it reaches that number or when there are no more results. |
| Can I sort by price or newest? | Yes. Use the sortBy field to choose relevance, price ascending, price descending, newest first, or most liked. |
| Which currencies are supported? | USD, EUR, GBP, CAD, and AUD. The currency field sets the price currency for all listings. |
| Is this legal? | You are responsible for complying with Vestiaire Collective's terms of service and applicable laws. The Actor only accesses publicly available data. |
| Can I schedule this Actor to run daily? | Yes. Use Apify's scheduler to run it at any interval, and store results in a dataset or send them to a webhook. |
| What output formats are available? | The dataset can be exported to CSV, JSON, Excel, or XML from the Apify console or via API. |
| Does it handle pagination automatically? | Yes. The Actor follows pagination until maxItems is reached or no more results exist. |
Related actors
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.
