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Beauty and personal care · Agent Commerce Index Q4 2026 · measured 2026-10-19

Summer Fridays

66 /100 · C

Agent Choice 75 · Agent Checkout 60 · 15 of 28 in beauty and personal care

Does the AI recommend Summer Fridays?

Named in 0 of 3 answers when a shopper asked ChatGPT, Claude and Perplexity about Skincare and Makeup Balms.

Also named: La Roche-Posay, Burt’s Bees, eos.

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) +3
  • Homepage returns 200 to agent identities +2
  • Promotions are expressed structurally +2

Access

84%

Legibility

88%

Offer clarity

47%

Transactability

60%

Trust

62%

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.