The following considerations and opportunities reflect the realities facing modern fashion brands operating across direct, wholesale, and international markets.
DTC growth
Direct-to-consumer (DTC) ecommerce has become the default route to market for fashion brands across the US and North America. Fashion ecommerce globally reached about $1.06 trillion in 2025 and is projected to reach $1.84 trillion by 2030, reinforcing the long-term shift toward online purchasing.
For fashion brands, enterprise in particular, DTC is not only a revenue channel but a margin lever and a primary source of first-party insight across merchandising, forecasting, and lifecycle marketing.
Fashion brands typically operate with large SKU counts, frequent collection refreshes, and shifting seasonal demand. At scale, owning the DTC channel allows brands to analyze size and fit behaviour across regions, response to new collections, identify variant-level performance gaps, and reduce return-driven margin erosion. This supports approaches such as micro-drops, pre-orders, limited editions, and more responsive merchandising strategies.
Considerations & Opportunities
To remain competitive, brands must ensure that their online store supports both acquisition and retention. Lacking in any one area compounds across volume. Key considerations include:
- A clear and intuitive user journey
- Fast and reliable page-load performance
- Strong product discovery through search and navigation - supported by AI and first-party data insights
- Personalization informed by first-party data
- Effective search and merchandising logic
- A powerful loyalty, retention, and post-purchase experience beyond basic discounts and order emails
- Visual design and brand storytelling across the site
- Seamless returns and post-purchase operations
Each of these elements directly influences conversion, customer satisfaction, and lifetime value.
Brick & Mortar + Wholesale
Despite the continued growth of DTC, brick-and-mortar retail and wholesale remain essential channels, particularly across the US and Canada — with physical retail continuing to play a critical role in fit, tactile experience, and brand discovery. In both the US and Canada, "omnichoppers" (those who buy online and in-store) are a dominant group. About 27% of US consumers are regular hybrid shoppers, and in Canada, 42% of households purchased online, but leveraged 'click and collect’ in the past year.
Wholesale distribution has also evolved. Alongside traditional department stores like Nordstrom, brands now operate across digital wholesale platforms such as Amazon, specialty retail partners including SSENSE and FARFETCH.
Considerations & Opportunities
This multi-channel reality increases operational complexity. For effective omnichannel execution brands need to lock down:
- Real-time inventory visibility
- Consistent pricing and promotions across channels
- Unified loyalty programs
- Coherent returns management across channels
When systems are fragmented, brands face higher risk of overselling, inconsistent customer experiences, and increased operational costs, all of which impact margins and customer lifetime value.
Wholesale introduces additional requirements, including tiered pricing, volume order management, returns and credit handling, and controlled catalogue distribution across partners. Managing DTC and wholesale in parallel requires systems that can support multiple commercial models without duplicating effort or introducing manual workarounds.
International markets
For US and North American fashion brands, international selling often begins with cross-border demand from nearby markets and globally distributed audiences. As brands grow, international expansion becomes more about operational scalability.
Considerations & Opportunities
Supporting multiple markets requires storefronts with local languages and currencies, as well as region-specific tax, duty, and returns rules. Fulfilment and returns operations must operate efficiently across borders to meet customer expectations without eroding margins.
Global expansion also introduces additional complexity, including regulatory changes, tariff updates, and emerging requirements such as digital product passports. Platforms that aren’t designed to scale internationally can limit expansion speed and force brands into fragmented systems, increasing total cost of ownership and weakening the customer experience. In parallel, brands should plan around tariff pressure and supply chain shifts, diversifying suppliers globally and exploring nearshoring, to protect margins and maintain service levels.
High SKU complexity
Fashion brands typically manage more complex catalogues than many other retail sectors. Multiple sizes, colorways, materials, seasonal collections, limited drops, and regional variations all increase the demands placed on product data, merchandising, and operational workflows. This complexity directly affects product discoverability, conversion, and returns.
Considerations & Opportunities
The commerce platforms fashion brands are building on must be able to handle large volumes of SKUs and variants, support flexible product attributes, and allow collections to be introduced or retired without friction. Accurate size and fit guidance is particularly important in reducing returns and improving customer confidence—especially when ecommerce fashion return rates average at roughly 20% according to the National Retail Federation, with sizing and fit issues drive a significant portion of that return volume.
Check out our article on FRAME’s intuitive size guide for more on fit importance.
Brands also need support for regional variations, such as differing size charts or local product preferences, as well as integration with PIM systems or flexible metadata layers to maintain clean and scalable product data.
Showcasing the product & telling the story
For fashion brands, success online is as much about storytelling as it is about selling. Apparel and accessories aren’t static products; their value lies in movement, texture, craftsmanship, and aesthetic. Translating that into the digital space demands a platform capable of doing more than listing SKUs. It must bring products, and the brand behind them, to life.
Considerations & Opportunities
Customers expect rich visual experiences that support decision-making and replicate aspects of in-store discovery. This includes high-quality imagery, video content showing fit and fabric movement, diverse model representation, and editorial-style layouts that support brand positioning.
Beyond individual products, brands increasingly rely on content-driven commerce such as lookbooks, campaign storytelling, influencer collaborations, user-generated content, and reviews. Supporting this approach requires a platform that offers creative flexibility in content management and data structure, while maintaining performance and operational stability. This is amplified in a mobile-first reality (with nearly 79% of apparel site traffic coming from mobile) and a social-led discovery loop where a large share of shoppers have already found their products via social media and are ready to buy directly on-platform.
Final words…
Modern fashion ecommerce requires platforms, strategic partners and operating models that can support growth across channels, markets, and product complexity without fragmentation. Brands that invest in scalable foundations are better positioned to adapt to changing consumer behaviour, regulatory environments, and commercial models over time.
Our team works with leading fashion brands to design ecommerce experiences that support growth across channels, markets, and collections. Speak with our experts to explore what’s possible.
