Beauty and personal care · Agent Commerce Index Q4 2026 · measured 2026-10-19
Charlotte Tilbury
47 /100 · D
Agent Choice 59 · Agent Checkout 32 · 26 of 28 in beauty and personal care
Does the AI recommend Charlotte Tilbury?
Named in 0 of 3 answers when a shopper asked ChatGPT, Claude and Perplexity about Luxury makeup and skincare.
Also named: NARS, L’Oréal Paris, No7.
Can an agent buy?
The basket couldn't be tested automatically on this store.
Top issues
- Product JSON-LD present on product pages +3
- Offer with a numeric price in JSON-LD +3
- Promotions are expressed structurally +3
Access
100%
Legibility
29%
Offer clarity
50%
Transactability
32%
Trust
45%
Is this your store?
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Method: how the Index was measured, the score specification.