Beauty and personal care · Agent Commerce Index Q4 2026 · measured 2026-10-19
Fenty Beauty
76 /100 · B
Agent Choice 87 · Agent Checkout 60 · 3 of 28 in beauty and personal care
Does the AI recommend Fenty Beauty?
Named in 0 of 2 answers when a shopper asked ChatGPT, Claude and Perplexity about Makeup and Skincare Products.
Also named: Estée Lauder Double Wear Stay-in-Place Makeup, Maybelline Super Stay 30H Lumi-Matte Foundation, L’Oréal Infallible 24H Fresh Wear Foundation.
Can an agent buy?
Yes, for an agent that browses like a person: in a real browser the basket filled and the checkout opened. Plain page requests, as a page-fetching agent makes them, were turned away.
Top issues
- Product pages return 200 to agent identities (no 403, 429 or challenge) +2
- Homepage returns 200 to agent identities +2
- Shipping cost stated in structured data +2
Access
87%
Legibility
100%
Offer clarity
60%
Transactability
60%
Trust
92%
Is this your store?
Run the score again yourself (it's free and takes about a minute), or get the Full Report with every check, the evidence, copy-paste fixes and a comparison with three competitors. Something wrong? Email hello@conversionvector.com and we'll re-scan.
Method: how the Index was measured, the score specification.