UK · Skincare
AI recommends US pharmacy brands CeraVe, La Roche-Posay and Vanicream for sensitive skin because it leans on American 'dermatologist-recommended' roundups and the American Academy of Dermatology, and draws on a separate set of small K-beauty blogs for Korean skincare questions.
ChatGPT recommends
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Claude recommends
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Cited: skin1004.com · beautyofjoseon.com · consumerreports.org · thebaerry.com
Share of 24 answers that name each brand. "1st" counts answers where it was the first pick.
ChatGPT Claude
What the answers and their sources have in common.
Vanicream has a small UK presence, yet both models put it first for sensitive-skin moisturiser, rosacea and gentle cleanser questions. When AI reads dermatologist roundups, the brand those experts name first takes the top spot, whatever its UK shelf presence.
Vanicream appears in 7 answers with 7 first places and an average position of 1.0. CeraVe appears in 13 answers but comes first in only 5.
The most-cited sources are US news sites and a US dermatology body. UK titles and retailers barely feature, so being well known in Boots does not mean AI will recommend you.
nbcnews.com has 12 citations across 7 answers, aad.org 7 across 6, and today.com and aol.com 3 to 4 answers each. stylist.co.uk is cited in only 2 answers and boots.com in 1.
Most of the editorial pages AI cites present themselves as expert-backed. The brands named in those pages make up the shortlist.
Cited titles include 'The best drugstore moisturizers… according to dermatologists' (nbcnews), 'Best Rosacea Skin Care Products 2026, According to Dermatologists' (today.com) and 'If You Have Rosacea, Doctors Say…' (aol.com).
Claude names a longer list and gives mid-sized challengers room. ChatGPT sticks closer to a few names, so a brand's visibility depends heavily on which assistant a shopper uses.
The two models picked a different brand first on 7 of 12 questions. Cetaphil, Good Molecules, EltaMD, Paula's Choice, BYOMA and Naturium each appear in 3 Claude answers and no ChatGPT answers. CeraVe appears in 8 Claude answers against 5 ChatGPT answers.
Korean sunscreen and 'brands like Beauty of Joseon' answers cite small K-beauty review sites rather than big publications. A challenger can get onto these sites far more easily than into NBC.
gulfnews.com (3 answers), kptown.com, aesteticadvice.com (2 each), and kwaveinsider, thebaerry, curlynikki, k-touch.us and powersof10 (1 each) all list the same set: Beauty of Joseon, Anua, Round Lab, medicube, TOCOBO, Krave Beauty.
Hype's playbook, ranked by where AI gets its answers in this niche, plus the moves we'd make first.
Play 1 · Get into the roundups AI quotes
Pitch shopping editors at NBC News Select, TODAY and Yahoo/AOL for their recurring roundups, such as 'best moisturisers for sensitive skin' and 'best rosacea products, according to dermatologists'. Also pitch Stylist's 'best affordable skincare brands' list for UK coverage.
nbcnews.com is the most-cited source, with 12 citations across 7 answers. today.com and aol.com each feed 3 to 4 answers. These pages decide which brands make the CeraVe, La Roche-Posay and Vanicream shortlist.
Play 2 · Expert backing
Recruit UK and US dermatologists to comment on your formulas for barrier repair, rosacea and acne-prone skin. Supply those quotes to editors who build 'derm-recommended' lists, and publish ingredient guidance that follows AAD advice.
aad.org is cited in 6 of 24 answers. Most cited roundup titles say 'according to dermatologists'. Vanicream, the brand those experts favour, comes first in all 7 answers it appears in.
Play 3 · Be tested by review sites
Get products listed and reviewed on Skinsort's 'best for oily skin' and 'British SPF' lists. For K-beauty lines, send samples to the small test blogs that publish 'best Korean sunscreen, no white cast' roundups.
skinsort.com has 8 citations across 4 answers. Korean sunscreen and 'brands like Beauty of Joseon' answers draw on kptown, aesteticadvice and similar small sites, and those sites already list challengers like TOCOBO and Krave Beauty.
Play 4 · Answer-ready pages and listings
Name product pages by the problem they solve, for example 'gentle cleanser for sensitive skin', and add plain comparison pages such as 'vs CeraVe' and 'alternative to The Ordinary for sensitive skin'. Make sure Boots listings carry full ingredient and skin-type detail.
Brand sites are cited directly: cerave.com 5 times across 3 answers, vanicream.com 4 times across 3, laroche-posay.us across 3 answers and skin1004.com across 2. Comparison and alternatives questions also produce split top picks, which leaves room for a challenger to be named.
The six levers, by share of AI citations in this niche
PR and earned media: pitch editors of the 'best X for Y' lists, gift guides and expert roundups that AI cites.
Cited here: nbcnews.com, aol.com, gulfnews.com
Comparison pages, 'best for' guides and FAQs on the brand's own site, plus strong retailer listings and reviews.
Cited here: cerave.com, vanicream.com, laroche-posay.us
Product seeding and outreach to independent testers, comparison and review sites.
Cited here: skinsort.com, aesteticadvice.com, kptown.com
Endorsements and quotes from the experts AI leans on (dermatologists, nutritionists, coaches), placed in press and on site.
Cited here: aad.org
Reddit and community: genuine participation and seeding in the forums AI pulls from.
Not cited in this niche yet: open ground.
Creators, KOLs and YouTube: reviews, 'X vs Y' and 'best of' videos that become citable sources.
Not cited in this niche yet: open ground.
The websites the assistants cited, and the brands named in those answers. Being on these pages is how a brand gets recommended.
Other 33% · Publication 23% · Review site 19% · Brand site 11% · Retailer 9% · Expert body 5%
Answers name: La Roche-Posay, CeraVe, Vanicream, Good Molecules, EltaMD, Paula's Choice
Answers name: Vanicream, CeraVe, La Roche-Posay, Aveeno, The Inkey List
Answers name: La Roche-Posay, CeraVe, The Ordinary, BYOMA, Naturium, SKIN1004
Answers name: CeraVe, Cetaphil, La Roche-Posay, Beauty of Joseon, Anua, Round Lab
Answers name: CeraVe, La Roche-Posay, Vanicream
Answers name: Vanicream, CeraVe, Aveeno, La Roche-Posay, The Inkey List
Answers name: Beauty of Joseon, Anua, Round Lab, medicube, TOCOBO, Krave Beauty
Answers name: La Roche-Posay, CeraVe, Vanicream, Aveeno, The Inkey List
Answers name: CeraVe, The Ordinary, Naturium, SKIN1004, La Roche-Posay, Neutrogena
Answers name: La Roche-Posay, CeraVe, EltaMD, Paula's Choice, Vanicream, Neutrogena
Answers name: Peace Out, Rhode, Seonglow, YSE Beauty, Wander Beauty, Skyn Iceland
Answers name: La Roche-Posay, Good Molecules, Paula's Choice, The Inkey List, Murad, SkinCeuticals
The first brand each assistant recommended.
| Shopper asks | ChatGPT | Claude |
|---|---|---|
| “CeraVe vs La Roche-Posay for sensitive skin, which is better” | CeraVe | La Roche-Posay |
| “alternatives to The Ordinary for sensitive skin” | Vanicream | Prequel |
| “best Korean sunscreen that doesn't leave a white cast” | SKIN1004 | Beauty of Joseon |
| “best affordable skincare brands under £20 that actually work” | Simple | CeraVe |
| “best eye patches for puffiness and dark circles” | Sephora Collection | Peace Out |
| “best gentle cleanser for acne-prone sensitive skin” | Vanicream | Vanicream |
| “best moisturiser for sensitive skin” | Vanicream | Vanicream |
| “best skincare brand for rosacea-prone skin” | Vanicream | Vanicream |
| “best skincare products for oily skin in your 20s” | CeraVe | La Roche-Posay |
| “best vitamin C serum under £30” | CeraVe | CeraVe |
| “skincare brands like Beauty of Joseon” | I'm From | Anua |
| “what serum should I use for dark spots and hyperpigmentation” | no brand | La Roche-Posay |
Sampled 2 November 2026
We asked ChatGPT and Claude 12 questions a UK shopper would ask, from “best… for…” to “cheaper alternatives to…”, with web search on. We recorded every brand each answer recommended and every website it cited: 24 answers in total. AI answers change between runs, so read this as a snapshot of what shoppers see today.
Hype
We run the same questions for your brand and competitors, then get you into the publications, reviews, creators and communities that AI quotes.
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