AI visibility for beauty brands.
Pretty Citable is an AI visibility studio for skincare, makeup, haircare and fragrance brands that sell online. Shoppers ask ChatGPT, Google's AI, Perplexity and Claude which serum, lipstick, dry shampoo or perfume to buy, and each answer names a handful of brands. I test the questions your buyers ask, show you who gets named in your place, and fix what keeps AI from recommending you.
AI visibility for a beauty brand means being one of the brands AI names when a shopper asks for a recommendation, like the best long-lasting lipstick or the best fall perfume under $100. It depends on what AI can read about you: shade, scent, skin and hair type answers written out on your product pages, the same product details everywhere you sell, and mentions in the reviews, editor roundups and videos AI trusts.
Every beauty category gets asked different questions
The questions change by category, and so does what AI needs to find on your pages before it names you.
| Category | A question shoppers ask | What AI needs to read about your product |
|---|---|---|
| Skincare | Best vitamin C serum for sensitive skin | Actives and how much of each, skin types, where it goes in a routine, and what it pairs with. |
| Makeup | Best long-lasting lipstick for Thanksgiving dinner | Shade names and undertones, finish, transfer, and any wear time you have test data for. |
| Haircare | Best dry shampoo for a holiday weekend | Hair types, tint or residue on dark hair, scent, size, and how often to use it. |
| Fragrance | Best fall perfume under $100 | Notes, concentration (eau de parfum or eau de toilette), sizes and prices, and the season or occasion it suits. |
Skincare is where my published research is so far. The skincare page shows who ChatGPT and Claude picked for six vitamin C serum questions, including a $33 independent brand that beat the prestige names on price questions.
What ChatGPT tells beauty brands to do
On November 11, 2026, logged out, we asked ChatGPT "How do I get my skincare brand recommended by ChatGPT?" Its answer gave six steps: make your website easy for AI to read, get mentioned on trusted beauty sites and in best-of lists, let OpenAI's crawler reach your pages, get your products into ChatGPT shopping, collect detailed reviews that mention skin type and texture, and publish content that answers shoppers' questions. It also said there is no guaranteed way to make ChatGPT recommend a brand, and that you can't pay for an organic recommendation.
The audit checks each of those for your brand and shows you which ones are costing you recommendations today.
The beauty days in our daily series
Who's at the table? asks ChatGPT one shopper question a day before Thanksgiving, up to six times through the day, and logs which brands it names and which ones keep their seat. Four of the days are beauty questions.
| Date | Question | Category |
|---|---|---|
| Sunday, November 15 | Best fall perfume under $100 | Fragrance |
| Monday, November 16 | Best long-lasting lipstick for Thanksgiving dinner | Makeup |
| Sunday, November 22 | Best dry shampoo for a holiday weekend | Haircare |
| Monday, November 23 | Best skincare gift set under $50 | Skincare |
In the first day's runs, asked two hours apart, one of six brands kept its place. Answers move within hours, which is why the audit asks every ChatGPT question twice.
Why it matters this season
Beauty is the fastest-growing category for visits from AI assistants. Similarweb measured AI referral visits to beauty sites up 312.5% from June 2025 to May 2026. Beauty is still the smallest of the seven categories it tracked by volume, so the growth is early. In ChatGPT's beauty answers, more than half the cited sources were retail and ecommerce sites.
Shoppers are already asking. In Criteo's June 2026 survey of six countries, including the US, 38% of beauty and personal care shoppers had used AI assistants when shopping, and 57% of them said the products AI recommends influence what they buy.
The big beauty retailers are moving too. Sephora launched an app inside ChatGPT in the US in March 2026, and Ulta Beauty began rolling out checkout in Google's AI Mode and the Gemini app in April 2026. Your listings on those retailers are part of what AI reads about you, so your product facts should match everywhere you're sold.
What I check for beauty brands
- Product answers in the page text: actives, shades, notes, hair and skin types, sizes and how to use each product, written as text AI can read. Details that only live in images, swatches or PDFs are invisible to it.
- Your listings inside ChatGPT: I tap your hero product and your next two bestsellers in ChatGPT and record the name, price and store each one shows.
- The same product details everywhere you sell: names, sizes, prices and ingredient lists that match across your site, Sephora, Ulta, Target and Amazon.
- Review signals: ratings and review counts on your product pages, marked up so engines can read them.
- Comparison, dupe and "worth it" pages: the questions where independent brands can beat prestige ones.
- Gift sets and gift pages: pages that answer the gift questions shoppers ask in November and December.
- The sources AI cites in your category: editor roundups, dermatologist and stylist content, YouTube and Reddit threads. The audit shows which ones each engine leans on for your products.
Claims stay cosmetic
The FDA decides whether a product is a cosmetic or a drug by its intended use, and the claims on your website count. A serum that promises to treat acne, or a shampoo that promises to stop hair loss, can be treated as a drug. Every answer I write stays on how a product looks, feels, smells and fits into a routine. A claim like a wear time needs your own test data behind it, and your team approves every page before it goes live.
The audit for beauty brands
The AI Visibility Audit is $500 and takes 5 business days. You get 30 of your buyers' questions tested on ChatGPT, Google AI Overviews and AI Mode, Perplexity and Claude. ChatGPT gets every question twice, at least two hours apart. Every answer comes with a dated screenshot, the brands named in your place, the sources each engine cites for them, a check of your listings inside ChatGPT, and at least three ranked fixes, or your money back.
See a sample report before you book.
Questions beauty brands ask
Which beauty brands do you work with?
Skincare, makeup, haircare, fragrance and body care brands that sell online, in the US and the UK. Most clients sell on their own site and through retailers like Sephora, Ulta, Target or Amazon.
Is this different for a makeup or fragrance brand than for skincare?
The method is the same and the questions change. Makeup shoppers ask about shades, finish and wear. Fragrance shoppers ask about notes, season and price. Haircare shoppers ask about hair type. The audit uses the questions your own buyers ask, so the findings fit your category.
Can you get our products into ChatGPT Shopping?
I check how your products show up when a shopper taps them in ChatGPT: the name, the price, the store it sends them to and whether the details match your site. Shopify stores are connected through Shopify Catalog, and other stores can apply to OpenAI's merchant program. I can't promise placement. Nobody can, and OpenAI says so too.
Will you write claims about what our products do?
Only claims you can back up that stay on the cosmetic side: how a product looks, feels, smells and fits into a routine. A product that claims to treat acne, dandruff or hair loss can count as a drug under FDA rules, so those claims stay out, and your team approves every page before it goes live.
Do you only work with beauty brands?
No. I also work with home, gifting, jewelry and accessories brands. Beauty is where most of my published research is.
Sources
- Pretty Citable: Who AI recommends for vitamin C serums (November 8, 2026)
- U.S. FDA: Is It a Cosmetic, a Drug, or Both? (Or Is It Soap?)
- OpenAI Help Center: Searching the web with ChatGPT
- Similarweb: AI referral traffic by industry, Sep 3, 2026
- Criteo: 5 beauty shopper trends for 2026, Jul 10, 2026
- Sephora: Sephora app in ChatGPT, Mar 24, 2026
- Ulta Beauty: agentic commerce in AI Mode and Gemini, Apr 22, 2026
See where your brand stands
Run three buyer questions yourself in 60 seconds, or get the full AI Visibility Audit: 30 questions on four engines, a competitor map and a ranked fix list in 5 business days.