7 October 2026International edition
Vol. I · No.
7 October 2026
AI in Fashion
DAILY
The daily briefing on AI in the fashion business
Where fashion meets artificial intelligence.
Commerce & Marketing · Guide

How can fashion brands launch their own resale platform?

Brands can run resale in house, on a white-label service or through marketplace partnerships. Each model trades control, cost and reach differently, and each depends on product data and operations.

KEY TAKEAWAYS Summary by the editors

  1. Brand-owned resale comes in three main forms: an in-house programme, a white-label platform run by a resale service provider, and a partnership with a resale marketplace or retailer.
  2. A 2025 report by BCG and Vestiaire Collective notes that brands managing resale independently have found it challenging because of liquidity, operational complexity and inventory management.
  3. The same report found that 55 percent of secondhand fashion and luxury purchases happen on online multibrand resale platforms, which is why many brands combine their own programme with marketplace reach.
  4. White-label providers typically supply the storefront, trade-in flows, pricing tools, warehouse processing and product feeds; Trove acquired Recurate in August 2024, and Archive raised a $30 million Series B in February 2025.
  5. The decisive design choices are the supply model (trade-in, peer-to-peer or returns), who owns the customer data, and how resale prices relate to full price.

Fashion brands can launch resale in three ways: build an in-house programme, use a white-label platform from a resale service provider, or partner with a resale marketplace or retailer. In-house gives most control at the highest operational effort, white-label trades some control for speed, and partnerships bring reach but less ownership of the customer. Most brands that scale combine at least two of the models.

Why do brands want their own resale channel?

Secondhand is growing faster than new apparel. A report published in October 2025 by BCG and Vestiaire Collective estimates that secondhand fashion and luxury could reach up to $360 billion by 2030, growing around 10 percent a year, roughly three times faster than the firsthand market. The same report notes that 55 percent of secondhand purchases occur on online multibrand resale platforms such as Vestiaire Collective, The RealReal or Vinted.

For a brand, that means its products are already being resold, mostly without its involvement. An own channel offers control over presentation and authenticity, a way to bring lapsed or younger customers into the brand, and data on how products age. It also connects to regulation: the EU's destruction ban for unsold apparel and the coming Digital Product Passport both reward brands that can manage second life flows.

What are the main resale platform models?

Brand resale models compared
ModelHow it worksControlOperational loadReach
In-houseBrand runs trade-in, grading, listing and fulfilment itselfFullHighOwn customers only
White-label serviceProvider runs a branded resale site and often the warehouse processingHigh on brand, shared on dataMediumOwn customers, sometimes provider network
Peer-to-peer on brand siteCustomers list their own items on a brand hosted marketplaceMediumLow to mediumOwn customers
Marketplace partnershipCo-branded page or authenticated feed on a resale platformLowerLowPlatform's resale audience
Retailer pre-owned programmeA department store or online retailer buys or lists pre-owned itemsLowLowRetailer's customers

BCG and Vestiaire Collective describe two advanced models: brand operated direct resale through own sites and stores, and platform partnerships in which brands sell authenticated pre-owned items through co-branded pages. The report observes that independently managing resale has proven challenging for brands, citing liquidity, operational complexity and inventory management, and that brands increasingly extend their own programmes into marketplaces to reach resale first audiences.

Read also
AI in resale and second-hand fashion: authentication, pricing and listing

What do white-label resale providers deliver?

White-label providers sell the operational backbone. Retail TouchPoints reported in August 2024 that Trove, which offers store and digital trade-in, returns processing and resale site management, acquired Recurate, which runs peer-to-peer resale platforms with Shopify integrations. Archive, another provider, raised a $30 million Series B in February 2025 and told TechCrunch it worked with more than 50 brands, including New Balance, The North Face and Oscar de la Renta, offering pricing, product feeds and warehouse management covering intake, processing, repair and fulfilment.

When evaluating any provider, separate the storefront from the operations. A resale site is quick to launch; the hard part is the flow of physical goods and the quality of listings. Questions to ask include:

  • Which supply models are supported: trade-in for credit, peer-to-peer listings, returns and damaged stock, or all three?
  • Who grades and authenticates items, against which written standards, and in which countries?
  • How are listings created: from the brand's PIM data, from photos, or manually?
  • Who owns customer and transaction data, and can it be exported to the brand's CRM and data warehouse?
  • How is pricing set and who can override it?
  • What are the fees per item, per transaction and per month, and what happens to unsold stock?

How do marketplace and retailer partnerships work?

Partnerships use someone else's audience. The BCG and Vestiaire Collective report cites the cooperation between Chloé and Vestiaire Collective, in which digital product IDs reduced resale time by over 60 percent. Retailers are another route: Bloomingdale's partnered with Rebag in August 2024 to sell more than 3,000 pre-owned luxury items online and in five stores, with associates using Rebag's AI tool to make offers on customers' items. Zalando buys used items from customers, has them hand inspected and resells them alongside new fashion.

These partnerships are quick to start but leave the brand with less say over price, presentation and data. They work best when the brand supplies authenticated data, for example product details and provenance, that the partner can use to list faster and sell at better prices.

Which data and systems does a brand resale platform need?

  1. Product master data. Original style, colour, size, composition and imagery from the PIM, reusable in resale listings.
  2. Item identity. A unique identifier per garment, today often a QR code or NFC tag, later the Digital Product Passport.
  3. Condition data. Grade, defects and photos from inspection.
  4. Pricing data. Original price, resale price history and sell-through by grade.
  5. Customer data. Trade-in history, credit balances and consent, linked to the loyalty programme.
  6. Financial integration. Trade-in credits, consignment payouts and resale revenue booked correctly in the ERP.
Read also
How do fashion brands route returns into resale?

How should a brand choose between in-house, white-label and partnership?

Brands with high average prices, strong repeat purchase and a recognisable product (outerwear, bags, premium denim) can justify more control, because each item recovers enough value to cover processing. Brands with lower price points often start with a partnership or peer-to-peer model, where the customer does most of the work. In either case, start with a limited category, measure processing cost and sell-through per item, and expand only where the numbers hold. The model can change over time; the investment in product data and item identity carries over to any of them.

Frequently asked questions

What is white-label resale?

White-label resale is a resale programme that appears under the brand's name but is run on a provider's technology, and often in the provider's warehouses. The provider typically handles the storefront, trade-in flows, pricing tools and processing of items.

Should brands sell secondhand on their own site or on marketplaces?

Many do both. An own site gives control over price and presentation, while marketplaces bring reach: a BCG and Vestiaire Collective report found 55 percent of secondhand purchases happen on online multibrand resale platforms.

What is the difference between trade-in and peer-to-peer resale?

In trade-in, the customer hands an item to the brand or its partner in exchange for credit or cash, and the brand resells it. In peer-to-peer resale, the customer lists the item and sells directly to another customer, often on a brand hosted marketplace.

What does a brand need before launching resale?

A reliable supply of items, written grading and authentication standards, product data that can be reused in listings, a way to identify individual items, and a clear rule for how resale prices relate to full price.

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