September 1, 2025
When Taylor Swift’s engagement made headlines, the internet wanted answers. What did she wear? Who designed the ring? Which brands defined the look?
This time, people didn’t just only scroll through tabloids. They also asked generative search engines like ChatGPT, Perplexity, and Gemini.
And the results reveal a shift that every marketer needs to understand. When AI is asked what’s iconic, heritage luxury dominates. But when the question shifts to “where to buy” or “what’s similar,” the answers scatter. Boutiques, digital-native brands, and marketplaces show up alongside Dior, Tiffany, and Louboutin.
AI doesn’t see brands the way humans do. And that should scare you.
When asked “What fashion brands are most associated with celebrity engagement outfits?”, AI stuck to the cultural script. Cartier, Ralph Lauren, Dior, Gucci, Chanel, Manish Malhotra, the pantheon of prestige. These names define the red carpet and bridal couture.
But change the frame to “Where can I buy dresses like Taylor Swift’s engagement dress?” and the hierarchy collapses. The leaders weren’t Dior or Chanel. They were Quince, Shopbop, and Nordstrom — shoppable platforms that optimize for breadth and availability.
AI maintains luxury for “iconic” queries but pivots to accessible retailers for purchase-driven prompts. Prestige sells the dream, but platforms that make buying easy win the answer box.
Ask an LLM “Which brands are known for designing iconic engagement rings?” and you’ll get exactly what you expect. Tiffany & Co., Cartier, Harry Winston, Graff, De Beers. These houses have defined cultural moments for over a century.
But prompt it with “Where can I buy a ring similar to Taylor Swift’s?” and the results tell a new story. Vrai, Brilliant Earth, Catbird lead the list, joined by Etsy, Blue Nile, and Artifex Fine Jewelry. Suddenly the conversation is about lab-grown diamonds, ethical sourcing, and online-first jewelers.
In the prestige lane, heritage still rules. But in the purchase lane, digital-native and ethical players leapfrog the icons. For Tiffany, that means competitors you never used to consider are now side by side with you in consumer discovery.
Ask “What shoe brands are most associated with celebrity engagements?” and the answers sound familiar: Manolo Blahnik, Jimmy Choo, Christian Louboutin.
But shift the context to “Where to buy a shoe like Taylor Swift’s engagement shoe?” and things get strange. Yes, Louis Vuitton appears. But so do Margaux and Larroudé, boutique names most people haven’t heard of. Even more shocking: Amazon, Etsy, The RealReal, and Nike.
Here, AI blended prestige with accessibility and even resale. That means your competitors are no longer just the brands you benchmark against. They include marketplaces, resale platforms, and entirely different categories.
Look at the pattern across dresses, rings, and shoes:
AI adjusts visibility based on intent. It preserves heritage when people ask about cultural icons, but it prioritizes accessibility, breadth, and usability when people ask where to buy.
This is not about Taylor Swift. It’s about how generative AI redistributes attention. Prestige alone no longer guarantees you’ll be present in the buying moment.
For marketers, that means:
The biggest risk? Believing that because your brand is heritage, it will automatically be part of the answer.
Taylor Swift’s proposal shows us how AI reframes brand visibility. Ask about icons, and it’s Tiffany, Dior, and Louboutin. Ask about buying, and suddenly it’s Quince, Vrai, Shopbop, and Etsy.
This should be a wake-up call. If your brand isn’t already surfacing in generative answers, it doesn’t matter how strong your SEO, SEM, or social presence is — you’re already invisible in the AI era.
The new question every marketer must ask: When consumers query AI about my category, will I be in the answer?
Because if you aren’t, someone else is.