The State of AI Brand Visibility in Food & Beverage

Shoppers increasingly ask AI assistants what to eat and drink. Across 3,504 answers from ChatGPT, Claude and Gemini — naming 3,070 food & beverage brands across 19 categories — Famewise measured who AI recommends, how favorably, and what moves the needle. Chipotle is the most-named brand overall.

Answers analyzed
3,504
ChatGPT, Claude & Gemini answers, with & without web search
Brands named
3,070
distinct food & beverage brands AI mentioned
AI models
3
current OpenAI, Anthropic & Google models
Tracked-brand visibility
79.6%
answers naming at least one tracked brand
Web-search lift
+3.5 pts
visibility change when AI uses live web search
Avg. sentiment (positive)
+0.64
mean tone of brand mentions (−1…+1)

The most-visible food & beverage brands in AI

Ranked by share of voice — the share of all brand mentions each captures across the run, tracked brands and organically surfaced competitors alike.

  1. 1Chipotle0.7%115 answersavg #2.3
  2. 2Olipop0.6%108 answersavg #3.2
  3. 3Spindrift0.6%108 answersavg #3.4
  4. 4Poppi0.6%106 answersavg #3.6
  5. 5Chick-fil-A0.6%99 answersavg #2.5
  6. 6McDonald's0.6%96 answersavg #3.9
  7. 7Trader Joe's0.5%90 answersavg #5.7
  8. 8Panera Bread0.5%89 answersavg #3.6
  9. 9Culver's0.5%86 answersavg #3.6
  10. 10Domino's0.5%84 answersavg #3.2
  11. 11Taco Bell0.5%84 answersavg #3.5
  12. 12Qdoba0.5%82 answersavg #2.9
  13. 13Starbucks0.5%81 answersavg #2.7
  14. 14Topo Chico0.5%80 answersavg #3.5
  15. 15Wendy's0.5%80 answersavg #3.7
  16. 16LaCroix0.5%79 answersavg #3.6
  17. 17Celsius0.5%78 answersavg #3.1
  18. 18Popeyes0.5%78 answersavg #2.9
  19. 19Subway0.5%78 answersavg #2.4
  20. 20Zevia0.4%72 answersavg #4.2

What AI recommends, by category

The food & beverage categories with the most AI answers this run, and the brand each one names most.

Biggest mover

Maya Kaimal saw the largest change run-over-run — now named in 1.5% of answers (+1.5 pts).

How this is measured

Famewise generates the category-level questions consumers ask AI assistants, then asks them to current OpenAI GPT, Anthropic Claude and Google Gemini models — each question with web search on and off. An extraction model records every brand named in every answer, the position of its first mention, and the sentiment toward it. Brands are ranked by visibility: the share of this category's answers that name them at least once. Share of mentions is a different cut of the same data — each brand's slice of every brand mention in the category. Every number reflects the latest scheduled run.

Frequently asked questions

Which food and beverage brands are most visible in AI answers?

Across 3,504 answers from ChatGPT, Claude and Gemini in the latest Famewise run, the most-named food and beverage brands are Chipotle, Olipop, Spindrift, Poppi, and Chick-fil-A. Visibility is measured as share of voice — the share of all brand mentions each brand captures.

Does web search change which brands AI recommends?

Yes. Turning on live web search raises the share of answers that name a tracked brand by +3.5 pts in this run — evidence that a brand's current web presence directly shapes what AI assistants say about it.

How was this measured?

Famewise generates the category-level questions food and beverage shoppers ask AI assistants across 19 tracked categories, asks them to current OpenAI, Anthropic and Google models — each with web search on and off — then an extraction model records every brand named, its position, and the sentiment toward it. Figures reflect the latest scheduled run.

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