Be the product AI recommends when shoppers ask what works.
Lumenario gets beauty and skincare brands into AI shopping answers with complete product data, clear ingredient answers and claims your team has approved.
Why AI search is different for beauty brands
Shoppers ask AI to compare, not just to search.
AI assistants now line up products side by side with prices, reviews and features, so your product data decides whether you’re in the comparison.
One word can change what your product is.
“Reduces the look of fine lines” is a cosmetic claim. “Regenerates skin cells” can make it a drug in the eyes of US regulators.
Shoppers search by ingredient and skin concern.
They ask about niacinamide, retinol or SPF for their skin type, so you need answers at that level, not just product pages.
Paid growth is getting more expensive for beauty brands.
Acquisition costs keep climbing, and leaning on one ad platform is a growing risk. Answers in AI reach shoppers while they decide.
Organic answers don’t stop when the budget does, so every one you earn takes pressure off paid.
Cosmetic or drug? The claim decides.
In the US, a product’s intended use decides how it’s regulated, and claims in ads, on labels and online all count.
Cosmetic claims, about appearance
- Visibly brighter skin
- Reduces the look of fine lines
- Leaves skin feeling soft and hydrated
Drug claims, according to the FDA
- Restores hair growth
- Reduces cellulite
- Changes melanin production
- Regenerates cells
Sunscreens, acne treatments and anti-dandruff shampoos are regulated as drugs too. Source: FDA: Is it a cosmetic, a drug, or both? · AI shopping: OpenAI on product discovery in ChatGPT
Questions your buyers ask AI
A sample of what skincare shoppers ask. Each one is a chance to be the product AI puts forward.
How Lumenario works for beauty brands
See where you show up
AI Shopping Visibility tracks which products AI recommends for your key questions, and where competitors appear instead of you.
Keep product facts in one place
Brand Knowledge Hub holds ingredients, shades, sizes and approved claims, so every page and answer uses the same details.
Answer ingredient and routine questions
Verified Content publishes answers that use only your approved claims, in cosmetic-safe wording.
Catch drug-style descriptions
AI Visibility shows how AI describes your products and which sources it cites, so drug-style wording stands out.
Reputation risks AI repeats about beauty brands
AI answers lean on forums and reviews as much as on your own site. Reddit is the most-cited domain across ChatGPT, Gemini, Perplexity and Google’s AI answers.
Reaction and breakout reviews
A few posts about irritation can become “may cause breakouts” in AI answers.
Ingredient scares
Viral claims about an ingredient get applied to your product, whatever the evidence says.
Dupe comparisons
Threads that pit you against cheaper “dupes” can cast you as overpriced.
Counterfeit listings
Reviews of fake products from unofficial sellers get blamed on your brand.
How Lumenario responds
- 1See how AI describes youSentiment & Share of Voice
- 2Answer each concern on your siteVerified Content
- 3Join the conversations AI readsTrust Syndication
No fake accounts, fabricated reviews or undisclosed posts. We add accurate information; we don’t remove or bury content.
See how we handle reputation →Source: Peec AI, 30 million citations across US AI answers, March 2026
Claim safeguards for beauty brands
Checked before anything goes live.
- Drug-style words such as “treats”, “heals”, “repairs” and “regenerates” are flagged before publishing
- SPF, acne and anti-dandruff claims go to your regulatory reviewer
- Results claims stay tied to the study behind them and its conditions
- Ingredient claims match your current formula
How Mystiqare built a library AI can quote
Mystiqare, a D2C wellness and skincare brand, turned a handful of pages into a structured knowledge base.
Questions beauty brands ask
Can you guarantee we’ll appear in ChatGPT shopping results?
No one can guarantee placement. We make sure your product data is complete and your answers are clear, which is what AI draws on when it picks products.
Will you rewrite our product claims?
We flag wording that could read as a drug claim and suggest cosmetic-safe alternatives. Your team approves the final wording.
Which AI shopping answers do you track?
ChatGPT’s shopping results and Google’s AI Mode, in the markets you sell in.
What if AI already describes our products wrongly?
AI Visibility shows the answers and the sources behind them, so you can correct the record where AI found it.