Food and drink, direct to consumer · Agent Commerce Index Q4 2026 · measured 2026-10-19
Hotel Chocolat
62 /100 · C
Agent Choice 80 · Agent Checkout 26 · 10 of 27 in food and drink, direct to consumer
Does the AI recommend Hotel Chocolat?
Named in 1 of 2 answers when a shopper asked ChatGPT, Claude and Perplexity about Luxury Chocolate Gifts.
Also named: Lindt, Godiva, Compartés.
Can an agent buy?
The basket couldn't be tested automatically on this store.
Top issues
- /.well-known/ucp business profile present and valid +4
- Structured price matches the price in the HTML an agent receives +3
- Machine-readable product feed available +3
Access
100%
Legibility
88%
Offer clarity
40%
Transactability
26%
Trust
70%
Is this your store?
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Method: how the Index was measured, the score specification.