Vinted Demand & Sell-Through Scraper

Analyse demand and sell-through on Vinted at scale: per-query market reports with sold-versus-active ratios, price distributions and demand signals, ready for resale research and pricing decisions. No API key required.

---

Why this scraper?

🎯 Built for vinted

A dedicated European scraper tuned for vinted — its categories, price formats and currency (EUR), not a generic tool pointed at it.

🤝 Seller and condition

Seller details and item condition in structured fields, ready for filtering.

---

Input parameters

Parameter	Type	Default	Description
searchQuery	string	"nike air force 1"	Product, brand, or model to scan across markets (e.g. 'nike air force 1', 'ralph lauren jumper').
countries	array	["fr", "de", "nl", "it", "es"]	Vinted markets to scan. Pick 2-5 for a focused arbitrage scan. All listings are normalised to one currency for comparison.
maxResults	integer	100	Total listings to return across all markets (split evenly). Vinted caps each query at ~960 per market.
baseCurrency	string	"EUR"	Currency all markets are converted to for price-gap comparison. Live ECB rates.
sortBy	string	"relevance"	How listings are ordered within each market.
priceMin	integer	(empty)	Minimum listing price in each market's local currency. Leave empty for no minimum.
priceMax	integer	(empty)	Maximum listing price in each market's local currency. Leave empty for no maximum.
condition	array	(empty)	Filter by item condition. Leave empty to include all conditions.
brandNames	array	(empty)	Filter by brand — just type the names (e.g. 'Nike', 'Stone Island'). The actor looks up each brand's ID automatically. Leave empty for all brands.
brandIds	array	(empty)	Advanced: filter by raw Vinted brand ID if you already know it. Most users should use Brand names above instead.
sizeIds	array	(empty)	Advanced: filter by raw Vinted size ID for categories not covered by the dropdowns below. Find it in the URL after selecting a size filter. Leave empty for all sizes.
clothingSizes	array	(empty)	Filter by clothing size (XS–XXXL). For shoes, use the shoe size filter below. Leave empty for all sizes.
shoeSizes	array	(empty)	Filter by EU shoe size (38–47.5). For clothing, use the clothing size filter above. Leave empty for all sizes.
kidsSizes	array	(empty)	Filter by kids clothing size (age / cm, e.g. '6 yr / 116 cm'). Covers newborn to 16 years. Leave empty for all sizes.
colors	array	(empty)	Filter listings by colour. Leave empty for all colours. Note: Vinted does not return a colour value per listing, so this narrows the scan but does not add a colour output field.
gender	string	"all"	Filter by department. Vinted sells far more than clothing — pick Home, Electronics, Video Games, Books & Media, Beauty, Jewellery, Sports, or Bags for non-fashion categories. Leave as 'All' to search everything. Note: if you pick a specific Category below, that takes precedence over this.
category	string	"all"	Filter by product category. These are the verified cross-department categories. For any other category, use the advanced Category ID field below. If set, this overrides the Department filter.
categoryId	integer	(empty)	Advanced: filter by a specific Vinted catalog ID not covered by the Category dropdown. Find it in the catalog URL (catalog[]=NUMBER). Overrides Department and Category if set.
includeListings	boolean	true	Output every matching listing row. Disable to get only the cross-country arbitrage summary (cheaper).
dedupeAcrossMarkets	boolean	true	Vinted shows the same listing in every market it ships to. With this on, each item appears once, with a 'markets' field listing every market it was found in. Turn off to get one row per market.
fetchDetails	boolean	false	Fetch each listing's page for the seller's description, declared colour and full category path, and to resolve status precisely. Costs one extra request per listing. Leave off for fast, cheap catalog data.
fetchShipping	boolean	false	Resolve the cheapest shipping option per listing and fill shippingCostEur and totalCostEur. Uses the same request fetchDetails makes, so turning both on costs no more than turning on either. Off leaves both fields null, never zero.
maxPhotosPerItem	integer	10	Cap on photo URLs emitted per listing (1-20). Only limits payload size; photoCount always reports the true number the listing holds.
sellThroughTracking	boolean	false	Measure real demand. Run this on a schedule (e.g. daily): the actor snapshots live listings and flags items that disappear as 'likely sold', giving you a sell-through rate and median days-to-sell for your niche. Overrides the normal scan output.
trackerName	string	(empty)	A stable name for persistent state (e.g. 'nike-af1-kids'). Reuse it across scheduled runs so history accumulates: it drives sell-through tracking, and makes firstSeenAt a real first sighting rather than the current run's timestamp.
missingRunsBeforeSold	integer	2	How many consecutive runs an item must be absent before it's marked likely sold. Use 2 to avoid false positives from search-ranking shuffle.
emitActiveItems	boolean	true	In sell-through mode, also output items that are still listed (with days-listed and any price drop). Disable to output only newly-sold items and the summary (cheaper).
minSellThroughAlertPct	integer	(empty)	In sell-through mode, only send a webhook alert when the sell-through rate is at least this percentage. Leave empty to always alert. Pairs with the Telegram/Discord/Slack fields below.
includeArbitrageSummary	boolean	true	Write a summary comparing median/min/max prices across markets and naming the buy-low / sell-high pair. It goes to the ARBITRAGE_SUMMARY key in the key-value store, not into the dataset, so every dataset row stays a listing.
telegramBotToken	string	(empty)	Optional. Send each run's arbitrage alert to Telegram. Create a bot with @BotFather and paste its token here. Also fill in the chat ID below.
telegramChatId	string	(empty)	Optional. The chat or channel ID to send Telegram alerts to (e.g. your user ID, or -100... for a channel). Required if a bot token is set.
discordWebhookUrl	string	(empty)	Optional. Send each run's arbitrage alert to a Discord channel. Paste an Incoming Webhook URL (Server Settings → Integrations → Webhooks).
slackWebhookUrl	string	(empty)	Optional. Send each run's arbitrage alert to a Slack channel. Paste an Incoming Webhook URL (api.slack.com/messaging/webhooks).
minSpreadPctAlert	integer	(empty)	Only send alerts when the cross-country median spread is at least this percentage. Leave empty to always alert. Useful for scheduled runs that should only ping you on real opportunities.
alertTopListings	integer	5	How many of the cheapest listings to include in each alert message.

---

Output schema

One row per listing. Every dataset row is a listing and nothing else. Run aggregates go to the key-value store (ARBITRAGE_SUMMARY, SELL_THROUGH_SUMMARY), so you can iterate the dataset without guarding against a summary object appearing among your results.

Every field below is present on every record. Fields the source does not publish for a given item are returned as null rather than omitted.

Field	Type	Description
_type	string	Always LISTING.
id	string	Vinted listing ID.
country	string	Market the listing was found in.
language	string	ISO 639-1 language of the listing. See the note below on how far to trust it.
languageSource	string	detected when the listing text decided the language, marketplace when it fell back to the market's primary language.
url	string	Direct listing URL.
title	string	Listing title.
brand	string	Brand name as Vinted classifies it.
size	string	Size label. Null for categories that have no size, such as trading cards.
condition	string	Raw condition string, in the market's own language.
conditionCode	string	Condition normalised to one of new_with_tags, new_without_tags, very_good, good, satisfactory, unknown.
currency	string	Local currency of the listing.
itemPrice	number	Seller's asking price (local currency).
buyerPrice	number	Item price plus Buyer Protection. Shipping is not included.
serviceFee	number	Buyer Protection fee. itemPrice + serviceFee = buyerPrice.
shippingCostEur	number	Cheapest shipping option, in EUR. Null unless fetchShipping is on. Never defaults to zero.
totalCostEur	number	Landed cost: buyerPrice + shippingCostEur, in EUR. Null when shipping is unknown.
status	string	active, sold, reserved, hidden or unknown. Resolved precisely only with fetchDetails or fetchShipping on.
isAvailable	boolean	Whether the listing can still be bought. Null when unknown.
favouriteCount	number	Number of favourites. A demand signal; 0 means genuinely none.
isPromoted	boolean	Whether the listing is a promoted or bumped item.
isBusinessSeller	boolean	True for registered business sellers, false for private individuals.
photoCount	number	True number of photos on the listing, before maxPhotosPerItem capping.
photoUrl	string	Same as photoUrls[0]. Kept for backwards compatibility.
photoUrls	array	Every photo URL in listing order, capped by maxPhotosPerItem.
dominantColor	string	Dominant colour of the main photo, as a hex string.
photoUploadedAt	string	Upload timestamp of the main photo. The closest thing Vinted gives to a listing date.
contentHash	string	SHA-1 of normalised id and title. Stable across every fetch mode, so it is safe as an incremental-run key.
firstSeenAt	string	First time this actor saw the listing. Equals scrapedAt unless trackerName is set.
source	string	Always vinted-arbitrage-scanner.
scrapedAt	string	Timestamp when this record was scraped.
itemPriceBase	number	itemPrice converted to baseCurrency.
buyerPriceBase	number	buyerPrice converted to baseCurrency.
baseCurrency	string	The comparison currency.
markets	array	Every market this exact item was found in. Cross-market duplicates are merged into one row.
description	string	Seller's free-text description. Requires fetchDetails.
declaredColor	string	Colour the seller declared. Requires fetchDetails. Null for categories with no colour.
categoryPath	string	Vinted category path. Requires fetchDetails.

Photo URLs

photoUrls carries the full-size original of each image, recognisable by the /tc/ segment in the URL. These are the same files Vinted serves in its own gallery, typically 1200x1600. The smaller 600x800 render, if you ever see it, carries an /f800/ size token instead.

The listing search response includes every photo, so filling photoUrls costs no extra request. photoCount always reports the true number the listing holds, so comparing it to photoUrls.length tells you whether maxPhotosPerItem capped the array.

Shipping and landed cost

buyerPrice covers the item and Buyer Protection only. Vinted does not publish shipping in its search response, so resolving it means loading each listing's own page. That is the same page fetchDetails already loads, so switching both on costs no more than switching on either one.

With fetchShipping off, shippingCostEur and totalCostEur are null. They are never set to zero. If you are comparing an asking price against a reference price, use totalCostEur when it is present, because a 3 EUR shipping charge changes the answer on a 5 EUR item.

Availability

status and isAvailable are resolved from the listing's own page, so they need fetchDetails or fetchShipping switched on. From search results alone, status only records that the listing was visible when it was scraped; sold and reserved cannot be told apart at that point.

Vinted swaps between two status widgets on a listing page depending on whether the item can still be bought, and a sold listing carries no trace of the active one. Both are read, along with whether the page still offers a buy action, which is the signal that does not depend on language. Verified against 21 sold listings across four markets plus a set of active and removed ones: 19 of 19 classified correctly in a direct test.

A listing whose page has been removed entirely (HTTP 404) is reported as sold with isAvailable: false, not left at its search-time value. If a listing is off the market for a reason not seen before, status is unknown but isAvailable is still false — "cannot be bought" is the fact worth acting on, and it is reported even when the reason is not clear.

How far to trust language

Vinted markets carry cross-border inventory: vinted.nl serves French and Italian listings alongside Dutch. So the market domain is not the listing language, and both fields are given.

Listing titles are short and often carry no language at all, so language is set to the market's primary language by default and overridden only on decisive evidence. languageSource tells you which happened. Measured against 2,966 listings whose language was known, the override fires on about one title in six and is right about 81% of the time. It fires more often when fetchDetails is on, because a description gives it far more to work with.

If you filter on language-specific patterns, apply every pattern set when languageSource is marketplace, and narrow to one set only when it is detected.

No personal data

The dataset carries no seller identity: no usernames, no profile links, no avatars, no follower counts, no ratings. isBusinessSeller is a commercial classification, not a person, and is the only seller signal emitted.

Example record

{
  "_type": "LISTING",
  "id": "9887436943",
  "country": "nl",
  "language": "nl",
  "languageSource": "marketplace",
  "url": "https://www.vinted.nl/items/9887436943-winterjas-ameline-50",
  "title": "Winterjas Ameline 50",
  "brand": "Ameline",
  "size": "5XL / 50 / 22",
  "condition": "Heel goed",
  "conditionCode": "very_good",
  "currency": "EUR",
  "itemPrice": 18,
  "buyerPrice": 19.6,
  "serviceFee": 1.6,
  "shippingCostEur": 2.99,
  "totalCostEur": 22.59,
  "status": "active",
  "isAvailable": true,
  "favouriteCount": 9,
  "isPromoted": false,
  "isBusinessSeller": false,
  "photoCount": 11,
  "photoUrl": "https://images1.vinted.net/tc/05_018b1_Bj6B596Vqf371XciyBhXbqit/1788589081.jpeg?s=a676333608e980565c12cb150fe9a51e40375fea",
  "photoUrls": [
    "https://images1.vinted.net/tc/05_018b1_Bj6B596Vqf371XciyBhXbqit/1788589081.jpeg?s=a676333608e980565c12cb150fe9a51e40375fea",
    "https://images1.vinted.net/tc/05_01f2b_4rL6Qpjz26sNQud4aggVckyk/1788589081.jpeg?s=a6923c76837729d0bd416d615792132de4825962"
  ],
  "dominantColor": "#855A49",
  "photoUploadedAt": "2026-09-05T06:18:01.000Z",
  "contentHash": "c9ce1a11a52930d5074868f88651384fb55b6a57",
  "firstSeenAt": "2026-09-07T12:08:47.884Z",
  "source": "vinted-arbitrage-scanner",
  "scrapedAt": "2026-09-07T12:08:47.884Z",
  "itemPriceBase": 18,
  "buyerPriceBase": 19.6,
  "baseCurrency": "EUR",
  "markets": ["nl"],
  "description": "Beige winterjas polyester viscose ...",
  "declaredColor": "Beige",
  "categoryPath": "Dames Overjassen & Lange jassen"
}

---

Examples

Search for Nike hoodie:

{
  "searchQuery": "Nike hoodie",
  "maxResults": 100
}

Filter by category or condition:

{
  "searchQuery": "Nike hoodie",
  "maxResults": 100,
  "condition": [
    "used"
  ]
}

Larger run with a hard cap:

{
  "searchQuery": "Nike hoodie",
  "maxResults": 500
}

Daily monitoring (run on a schedule):

{
  "searchQuery": "Nike hoodie",
  "maxResults": 500
}

Schedule this input to run once a day in the Apify Scheduler to track prices, stock and new items over time.

---

💰 Pricing

$0.8 per 1,000 results — you only pay for successfully retrieved market reports. Failed retries are never charged.

Results	Cost
100	~$0.08
1,000	~$0.8
10,000	~$8
100,000	~$80

Flat-rate alternatives typically charge $29–$49/month regardless of usage.

Subscription tiers lower the rate further, down to $0.76 per 1,000 at the highest tier. Use the Max results cap in the input to control your spend exactly.

---

Performance

Run size	Typical time
100 results	under 1 minute
1,000 results	2–4 minutes
10,000 results	20–35 minutes

---

Known limitations

• size and declaredColor are null for categories that have no such attribute, such as trading cards. That is a gap in the source, not a parsing failure.
• Shipping is the cheapest option Vinted advertises for the listing. The final charge depends on the carrier and pickup point the buyer picks at checkout, so treat totalCostEur as a floor.
• Without fetchDetails or fetchShipping, status reflects only that the listing was visible in search at scrape time. Sold and reserved are not distinguishable from search results alone.
• reserved is supported but has not been observed on a live listing, so treat it as untested.
• language is a best effort. Read the note under Output schema before filtering on it.
• Vinted caps any single query at roughly 960 results per market. Narrow the query or add markets to go beyond that.
• Prices and availability change constantly; records reflect the moment of scraping, and a share of URLs will expire shortly after.

---

Technical details

• Source: vinted
• Coverage: everything the public search exposes, filterable via the input parameters above
• Retry: automatic retry on network errors with exponential backoff

---

Rate this actor

If this actor did the job, a rating on the Apify Store helps other people find it.

If something is wrong or missing, please open an Issue instead of leaving a low rating. Issues get fixed, usually quickly, and you will hear back.

---

Need a custom scraper?

Unfenced Group builds Apify actors for any website — for free.

If the site you need isn't in our portfolio yet, just ask. We scope, build, and publish it at no cost to you. You only pay for results — we absorb the compute and proxy costs ourselves. Same pay-per-result pricing, same quality, same standards as every actor in this portfolio.

Get in touch: www.unfencedgroup.nl