The paradox of personalization
Personalization has long been positioned as a core benefit of AI in retail, but our survey results indicate that its value is less straightforward, particularly in luxury. The challenge with personalization is compounded by how algorithms predict consumer behavior, which narrows the field of options to what is already known. “Just because I bought something once or have browsed for something, it doesn’t mean that’s all I keep wanting,” one respondent says. Others note that feeds and recommendations can become repetitive, limiting discovery rather than enabling it. “This is why I’m struggling to find anything new. AI bots are taking away from traditional browsing.”
A lot hangs in the balance between enhancing personalization without alienating the luxury consumer. Areas consumers are happy for fashion brands to use AI are nuanced and could change with time, and there’s a risk that personalization becomes restrictive rather than helpful.
“Shopping with AI’s help is just boring.”
Vogue Business survey respondent
There are also concerns around uniformity. Some respondents question whether AI-driven recommendations might lead to a homogenization of style, particularly among consumers with similar profiles. “Shopping with their help is just boring. None of the excitement I would expect to have, no discoveries, just force-fed info,” one respondent says. “I’d worry that people with similar tastes to me would get the same outfits,” flags another.
Despite that, consumers do not seem to outright reject personalization: they’re willing to be guided, but not restricted. They’re comfortable with lighter-touch versions, particularly when they improve service, but remain wary of deeper automated systems that feel flat. Rather than maximizing efficiency, the opportunity for luxury lies in balancing predictions with openness. As ever, the goal in luxury is not to give the customer exactly what they expect, but to offer something they didn’t know they wanted.
Methodology and demographics
Vogue Business conducted a 10-minute quantitative online survey, which was shared with Vogue, Vogue Business, and GQ readers in the UK, the US, and Europe. This research was conducted by an internal Condé Nast custom research team between March 16 and April 7, 2026. In order to take this survey, respondents were required to be aged 16 or over.
