In beauty, citation share is the new shelf space.
Clean beauty, prestige skincare, derm-grade, masstige — buyers ask ChatGPT first, then read the AI Overview, then maybe click. We engineer your brand into the answer, not the rank.
Four shifts every beauty operator is feeling. All at once.
Generalist agencies treat beauty like any other category. It isn't. The discovery surface, the claim risk, the creative grammar and the cohort economics are all distinct — and they're all moving simultaneously.
AI discovery is now the funnel top
"Best vitamin C serum for sensitive skin" used to be a Google query. Now it's a ChatGPT, Perplexity, or Gemini answer. If you're not cited, you don't exist.
Claim risk is asymmetric
One wrong "dermatologist-recommended" line and your meta ads get rejected for a quarter. We operate a vetted, FTC-safe claim library by category.
Creative cycles must run weekly
Beauty creative fatigues fast on Meta and TikTok. AI UGC ships 30 variants from one brief — at $2.18 per video. Tested weekly, not quarterly.
LTV is the only number that matters
Acquisition cost is up. Subscribe-and-save, replenishment cadence and 60-day repeat are where beauty economics live. We architect for cohort retention.
Six systems applied to your category. Day one.
Same operating system as every CV3 client — only the inputs are tuned for beauty: ingredient entity graphs, derm-style PDPs, claim-safe creative, replenishment lifecycle.
Ingredient-graph citation engineering
Hyaluronic acid, niacinamide, retinaldehyde — every assistant pulls from a graph. We make sure yours is the source they cite.
Derm-style answer pages
"Best peptide cream for fine lines?" Schema + extractable paragraph + claim-safe answer. Built to win the AI Overview.
PDP & subscribe-and-save surgery
200+ tests/week on hero, ingredient panel, badge stack, subscribe gate. Winners promoted within hours.
AI UGC, claim-safe by default
30 brand-locked variants from one script. Every line cross-checked against the legal-approved claim library. $2.18 per creative.
Routine-builder long-tail
10,000 ingredient + skin-concern combinations published as helpful pages. Entity-aware, AI-readable, ranked & cited.
Lifecycle replenishment engine
60-day replenishment cadence, ingredient education flows, win-back, post-purchase content. Klaviyo + Postscript + SMS.
Adjacent operator DNA you might want next.
Ready to be cited daily?
Bring your top 3 SKUs, your 2 biggest growth questions, and a 30-minute window. We'll come back with a beauty-specific 90-day plan — and the senior pod that has shipped it 62 times.