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AI Shopper Index / food

Hu Kitchen

Hu Kitchen scores 30 for AI visibility, named in 3 of 6 answers about its own category.

AI visibility

30

Agent readability
76
Tracking
88
Landing page
HTML only

Ranked on AI visibility alone. The other three are reported beside it and are not added together: they measure different things in different units.

Score over time

First measured 2026-08-20. A second run is needed before there is any movement to show, and no brand is re-measured inside 6 days.

What we asked

Built from Hu Kitchen's own public catalogue, so they are different for every brand. None of them names the brand, because a question that does guarantees a mention.

  1. 1What are the best vegan chocolate bars?
  2. 2Best chocolate bars under $40

What this run could detect

2 questions across 3 assistants. Because the same question goes to every assistant, those answers are not independent, so we discount them to 2.3 effective observations. The smallest rate we could reliably tell apart from zero is 72%. A rate below that would not have been distinguishable from never appearing.

On the list, or only in the answer

8 of the answers to these questions produced an actual shortlist of brands. Hu Kitchen was on 6 of them.

In 1 answer the assistant discussed Hu Kitchen and then left the brand off the list it gave. That is neither a mention nor a placement, and it is the case a single visibility number cannot show you.

Where a position is recorded, it was numbered by the assistant (4), inferred from where the name appeared in the answer (3). We do not publish an average position, because those two are not the same measurement.

This catalogue supports 2 of the 4 questions we hold fixed for tracking change over time, so this brand’s trend rests on a smaller constant set than a brand with the full four. The score above is unaffected: it uses every question this run asked.

Who named them

Each assistant, how many answers it gave, and how many named Hu Kitchen.
AssistantAnsweredNamed Hu Kitchen
ChatGPTNot reached on this run-
Gemini21
Perplexity21
Claude21
Best Gourmet / Indulgent Flavors: Hu Kitchen (Huda) Salty Dark Chocolate
Gemini, answering "What are the best vegan chocolate bars?" on 2026-08-20. Hu Kitchen appeared at position 2. Quoted verbatim from the stored answer.

Coverage on this run

Measured 2026-08-20. 4 of 4 assistants responded, returning 8 answers across 8 question-and-assistant pairs. Every score on this page is scoped to those conditions, and a run that reaches too few assistants reports no score rather than a lower one.

Against its category

Not enough brands measured in food yet. A standing needs at least 3 measured brands in a category, and this one has 0.

This page carries the ranking. The schema, tracking, catalogue and landing-page findings behind the other three scores are on the report itself.

See the full audit for this store
Hu Kitchen: AI visibility | Cresva AI Shopper Index