LLM ShelfBeauty
Does AI recommend your products — or only your category?
The audit shows how AI guides a user from a need to categories, products, brands and retailers in this sector.
Request an auditI have sensitive skin and need a simple hydrating routine. What should I buy?
AI starts with categories: a gentle cleanser, serum, barrier cream and SPF.
What about specific products available in Polish drugstores?
AI creates a shortlist of brands, often global ones, and justifies the choice through ingredients or reputation.
Example use cases
Sensitive skin
Barrier repair
SPF under makeup
Acne
Anti-aging
Hyperpigmentation
Example personas
Skincare minimalist
Beauty enthusiast
Consumer with problem skin
Premium consumer
FAQ for the beauty sector
Does AI recommend brands or entire categories?
We measure both levels: whether AI reaches the category and whether it activates a specific brand.
How are prompts selected?
From real consumer needs, search language, product claims and competitors.
Do you analyse follow-ups?
Yes, because specific brands often appear only after the user narrows the question.
Does the audit include retailers?
Yes. Retailers and marketplaces can reinforce or take over the answer.
What do I receive after the audit?
KPIs, example answers, a competitive map and recommendations for marketing and ecommerce teams.