StudioWorkskincare generative engine…
Frame 01 · Case · skincare-generative-engine-optimisation
case.skincare-generative-engine-optimisationv.01
D2C skincare brand

ChatGPT now recommends their moisturiser.

A D2C skincare brand invisible in the AI answers that increasingly decide what people buy. We made its products citable in generative engines, and AI referrals became a measurable revenue channel.

Headline result5x citations in generative engines
ClientD2C skincare brand
Frame 02 · Hero visual
ChatGPT now *recommends* their moisturiser.
Frame 03 · Case study
Frame · Notes

The Challenge

Skincare buyers increasingly ask AI what to buy before they search Google. "Best moisturiser for dry skin" is now an answer, not ten blue links. This brand had strong rankings and zero presence in those answers. ChatGPT recommended three competitors by name. Our generative engine optimisation work started from a simple audit: who gets cited, where, and why.

Frame · Method · 4-phase flow
// a repeatable rhythm

Our Approach

phase.01
01

Audit the answers.

We tracked citations across ChatGPT, Gemini and Perplexity for the sixty queries that drive their category, and reverse-engineered why competitors got named.

phase.02
02

Make products citable.

Product and ingredient content was restructured into clear, sourced, answer-shaped sections with the entity signals AI engines use to trust a brand.

phase.03
03

Win the sources AI reads.

Digital PR placed the brand in the reviews, dermatologist commentary and round-ups that generative engines already cite.

phase.04
04

Treat AI as a channel.

AI referral traffic and citation share now sit in the weekly trading dashboard next to paid and organic, reported as revenue, not vanity.

Frame · proof · 3 stats
stat.citationsAcross 60 tracked buying queries
5xCitations in generative enginesAcross 60 tracked buying queries
stat.revenueSix months, new channel from zero
+19%Revenue from AI referralsSix months, new channel from zero
stat.citationsWas 1 to 4 at baseline
3to 1Citations vs nearest competitorWas 1 to 4 at baseline
Frame · Apply · new file
apply · q2-2603/05 open
Three slots remain · Q2 ’26

Your buyers are asking AI first.

We will show you exactly which brands AI names in your category today, and what it would take to be one of them.

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Frame · Apply · new file
apply · q2-2603/05 open
Three slots remain · Q2 ’26

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