Food and drink, direct to consumer · Agent Commerce Index Q4 2026 · measured 2026-10-19
Brightland
52 /100 · D
Agent Choice 58 · Agent Checkout 64 · 17 of 27 in food and drink, direct to consumer
Does the AI recommend Brightland?
Named in 1 of 2 answers when a shopper asked ChatGPT, Claude and Perplexity about Gourmet Olive Oils & Gift Sets.
Also named: Olio Santo, Williams Sonoma.
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
- Structured price matches the price in the HTML an agent receives +3
- AggregateRating with a review count on product pages +3
- Product pages return 200 to agent identities (no 403, 429 or challenge) +2
Access
84%
Legibility
42%
Offer clarity
40%
Transactability
64%
Trust
59%
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.