Fashion Brands Face Identity Crisis as AI Takes Over Shopping

Fashion brands have spent decades perfecting their customer experience—from runway shows to retail environments to carefully designed e-commerce sites. Now, AI-powered shopping assistants are inserting themselves between brands and consumers, fundamentally changing who controls the conversation when someone decides what to buy.

The shift is already measurable. According to Salesforce research from 2025, 39 percent of customers now use AI for product discovery, with that figure exceeding 50 percent among Gen Z shoppers. Euromonitor reported that AI-driven referrals to retail websites grew 304 percent between January and December 2025, while ChatGPT referrals to U.S. websites jumped 367 percent during the same period.

These numbers signal a fundamental change in the shopping journey. Instead of starting at a brand's website, consumers increasingly begin—and sometimes complete—their purchases through large language models like ChatGPT or Google's AI assistant. The brand may fulfill the order, but the platform controls how products are presented, which items surface first, and what information shapes the buying decision.

Why it matters

For fashion and luxury brands, where emotional connection and brand identity drive desirability, losing control of the customer interface means potentially losing what makes them distinctive. McKinsey's 2026 State of Luxury research found that emotional connection has overtaken traditional factors like craftsmanship and heritage as the leading driver of brand desirability among more than 2,000 surveyed U.S. luxury consumers. If the experience surrounding a product creates desire, the interface delivering that experience becomes part of the brand itself.

The visibility versus ownership distinction

There's a critical difference between appearing in AI recommendations and actually owning the AI shopping experience. Visibility means an AI assistant knows a brand exists and can suggest its products. Ownership means the brand shapes how those products are presented, how questions are answered, and how its personality comes through in the interaction.

A 2026 study of 973 e-commerce websites representing $20 billion in combined revenue found that ChatGPT referrals accounted for less than 0.2 percent of overall traffic one year after the channel emerged. However, those referrals produced higher conversion rates and revenue per session than paid social advertising, indicating AI can be a meaningful channel even before reaching mass adoption.

Conversational commerce as intelligence gathering

Beyond the customer-facing experience, conversational AI creates a new source of merchandising intelligence. During a recent collaboration between designer Willy Chavarria and Adidas using AI-powered shopping platform Swap Storefront, nearly 45 percent of conversational signals related to sizing and fit questions. These inquiries revealed exactly what prevented customers from feeling confident enough to purchase—information traditional product pages cannot capture.

When shoppers repeatedly ask whether a jacket is heavy, whether trousers run large, or whether a fabric is stiff, brands gain direct visibility into friction points before checkout. Importantly, when brands control their own AI shopping interface, this intelligence becomes first-party data rather than disappearing into a third-party platform.

The personalization paradox

Consumers want AI assistance but aren't ready to surrender all control. A May 2026 Gartner survey found that only 11 percent of U.S. consumers were willing to let AI make purchase decisions autonomously, while larger shares were comfortable using AI to narrow product choices. The opportunity lies in making AI a better expression of the brand while keeping customers engaged in the experience.

Hayley Thomas, founder and CEO of fashion brand Eleven Loves, personally voices her brand's AI agent through Storefront. The value isn't simply that shoppers can ask an AI what to buy—they can interact with an experience shaped by the designer's aesthetic, perspective, and understanding of what makes her pieces distinctive.

As AI platforms become the new front row for fashion discovery, brands face a choice: treat AI as another distribution channel they don't control, or use it to deepen the relationships they've spent decades building. The question isn't whether AI will participate in shopping—it will. The question is whether brands will preserve their voice and customer intelligence in the process.

These details were first reported by Sam Atkinson in Observer.