Beauty and personal care · Agent Commerce Index Q4 2026 · measured 2026-10-19
Milk Makeup
63 /100 · C
Agent Choice 72 · Agent Checkout 58 · 20 of 28 in beauty and personal care
Does the AI recommend Milk Makeup?
Named in 0 of 2 answers when a shopper asked ChatGPT, Claude and Perplexity about Hydrating Makeup Products.
Also named: Fenty Beauty, L’Oréal, Maybelline.
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
- Homepage returns 200 to agent identities +2
- Returns policy page is discoverable +2
- Promotions are expressed structurally +2
Access
87%
Legibility
68%
Offer clarity
47%
Transactability
58%
Trust
80%
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.