Mapping the Frontier of AI Influence - Part 1 & 2
Discovery has a new front door. AI assistants now tell billions of us what to buy, collapsing the funnel into a single conversation. Like Google in its early days, this is a land grab where being found first decides who wins.
The young consumers booing AI from graduation stages are also the ones shopping with it most, making AI visibility a critical element for brands. In fact, CMOs now rank it as their number-one focus.
In this six-part series, Qulture unpacks the paradox and maps the terrain ahead, defining the upside of AI visibility, decoding the metrics that matter, and closing with our own playbook for relevance and revenue in a post-search world.
THE AI PARADOX HIDING IN GEN Z'S CART
More than a billion people now use AI assistants like ChatGPT, Gemini, and Claude every month, and tens of millions are asking them what to buy. The cohort driving it is also AI's loudest skeptic, and the paradox is rewiring how beauty, fragrance, and fashion get discovered. CMOs now rank AI visibility as their top priority for 2026. Yet most are spending against it blind, still unable to tell how often the LLMs name them, which rivals they return instead, or how to boost their visibility.
The Generation That Boos AI Loudest Shops With It Most
The protest is real. Gen Z's excitement about AI has fallen from 36% to 22% in a single year, and the share who feel angry about it has risen. Their behavior has not followed the mood. Gen Z's use of these tools has held steady, and they lead every age group in shopping with AI. The contradiction resolves once you separate what they reject from what they use. The anger is aimed at AI that generates marketing and threatens entry-level jobs. Asking an assistant what foundation suits oily skin, or which scent reads as expensive, is a different act, and it keeps growing.
Part of the appeal is that the assistant has no stake in the answer. A generation that grew up distrusting advertising treats an unpaid AI recommendation as something close to fact. That turns a place in the answer into the most valuable endorsement a brand can hold, and the only one it cannot buy.
A Top Priority for CMOs
The marketing chiefs have noticed. Answer engine and generative engine optimization rank as their top strategic priority for 2026, with 94% of enterprises raising their investment. The budgets are committed ahead of the scoreboard, which is the position every marketer dreads: spending against a channel without knowing where they stand inside it. The urgency has precedent. Search did this once before, and the brands that understood it early owned years of discounted discovery before their rivals caught up.
The AI answer is that opening again, and it is happening fast: AI-driven traffic to US retail sites grew 393% year over year in early 2026, after surging 693% over the holiday season. It also pays, with those AI-referred shoppers converting 42% better than other traffic in March 2026 alone. There is no keyword to bid on and no placement to buy, so the only way to join the conversation is to understand and optimize for what drives organic LLM citations. At Qulture, we see this as the next discipline marketing has to build, the practice of earning a place in the AI answer the way brands once learned to rank higher on organic search results pages.
The shift is real, the money is moving, and the discipline is just taking shape. The brands that get there first stand to own the answer for years.
THE NEW PATH TO PURCHASE (PART 2)
In Part 1, we mapped why AI visibility has become every CMO's priority. Here, we explore the categories feeling it first, and the brands already pulling ahead.
Why Beauty, Fragrance, and Fashion Feel It First
No category feels this faster than the ones people buy on emotion. Beauty, fragrance, and fashion are high-consideration purchases driven by discovery, the kind a shopper actively seeks assistance for, and those questions now go to the LLMs. Type 'the best retinol for sensitive skin' or 'sandals worth the splurge,' and the reply does the work a sales associate once did, except it reaches everyone at once and carries the weight of apparent neutrality.
The irony runs deepest in fragrance, which sells a sensory experience no model can access, yet a tool that cannot smell is becoming the place people decide what to wear. Fragrance was the fastest-growing category in the US mass market last year, up 15%, and it gained in prestige too, where Chanel and Dior already sit at the top of its AI recommendations, each named in roughly 52% of them. The shift is not limited to scent. McKinsey found that half of consumers now use AI search to guide purchases, across generations, and projects $750 billion in US spending will move through it by 2028. Fashion and luxury, built on the same considered choices, are next, and the BoF-McKinsey State of Fashion 2026 report found 41% of consumers already trust generative AI search results more than traditional advertising.
Early Movers Seeing Real Returns
The brands moving first are already seeing it pay off. In March 2026, traffic from AI sources converted 42% better than non-AI channels like paid search and email, a record in Adobe's data drawn from more than 1 trillion US retail visits. A year earlier it had lagged behind. Personal care and apparel saw some of the strongest lift. Cetaphil found that 40% to 50% of its Gen Z shoppers were checking ChatGPT in the store aisle, so it rewrote its product pages around the questions they ask and added the clinical citations the models treat as proof. Cetaphil's parent, Galderma, says e-commerce is now the brand's fastest-growing channel.
La Roche-Posay shows what earned authority does at the top of the AI funnel. ChatGPT named it in 81% of facial skincare queries in early 2026, the highest rate for any brand in any beauty category the index tracks, and it has held the number-one spot month after month. No media buy produced that. It came from decades of dermatological credibility and the editorial trail built around it. That trail is the work, because a brand's own site makes up only 5 to 10% of the sources AI search pulls from.
e.l.f. Beauty is making the case out loud. At Shoptalk this spring, its digital-commerce team said AI answer engines are already changing how people shop and called visibility on those platforms the first step in the purchase journey. e.l.f. is building for the answer ahead of the field, on the bet that the model now shapes the shortlist before a shopper has chosen anything.
These three are in the minority. McKinsey found only 16% of brands track how they appear in AI search, so most are being ranked and passed over inside the answer with no idea it is happening.
Inevitably, we'll all keep asking AI what to buy, and the answers only name the brands that earned the mention. Being one of them is the discovery game of the next decade. It keeps a score most brands have never checked. Early movers will see their lead widen as adoption accelerates. The rest will never even know why they lost.
Want to know where your brand stands inside the AI answer? Email us to schedule a call, we'll walk you through your ranking and the gaps worth closing.
Next in the series: the metrics that matter, and how to see where your brand stands inside AI answers. Then our Qulture playbook, where we'll unpack how to turn AI reach into real-world revenue.