Food and drink, direct to consumer · Agent Commerce Index Q4 2026 · measured 2026-10-19
Tony's Chocolonely
53 /100 · D
Agent Choice 62 · Agent Checkout 55 · 16 of 27 in food and drink, direct to consumer
Does the AI recommend Tony's Chocolonely?
Named in 0 of 3 answers when a shopper asked ChatGPT, Claude and Perplexity about chocolate bars.
Also named: Lindt, Ritter Sport.
Can an agent buy?
Unverified: the store asked us to slow down (HTTP 429) during the test, so we couldn't finish it. That says nothing either way about whether an agent can buy.
Top issues
- Price present in what an agent receives (no login, modal or region gate) +4
- Shipping cost stated in structured data +4
- Returns terms in structured data +4
Access
87%
Legibility
57%
Offer clarity
27%
Transactability
55%
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.