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Fashion and apparel · Agent Commerce Index Q4 2026 · measured 2026-10-19

Reformation

52 /100 · D

Agent Choice 72 · Agent Checkout 8 · 23 of 29 in fashion and apparel

Does the AI recommend Reformation?

Named in 0 of 2 answers when a shopper asked ChatGPT, Claude and Perplexity about Sustainable women's apparel.

Also named: Old Navy, Uniqlo, Quince.

Can an agent buy?

The basket couldn't be tested automatically on this store.

Top issues

  • /.well-known/ucp business profile present and valid +5
  • Product pages return 200 to agent identities (no 403, 429 or challenge) +4
  • Machine-readable product feed available +4

Access

75%

Legibility

83%

Offer clarity

60%

Transactability

8%

Trust

55%

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.