The State of AI Brand Visibility in Food & Beverage
Shoppers increasingly ask AI assistants what to eat and drink. Across 3,594 answers from ChatGPT, Claude and Gemini — naming 3,161 food & beverage brands across 40 categories — Famewise measured who AI recommends, how favorably, and what moves the needle. Trader Joe's is the most-named brand overall.
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.
| Rank | Brand | Bar | Share of mentions% of mentions | Answerscount | Average positionrank, lower is better |
|---|---|---|---|---|---|
| 1 | 0.8% | 131 answers | avg #5.2 | ||
| 2 | 0.7% | 127 answers | avg #4.0 | ||
| 3 | 0.6% | 109 answers | avg #2.1 | ||
| 4 | 0.6% | 103 answers | avg #3.4 | ||
| 5 | 0.6% | 103 answers | avg #3.6 | ||
| 6 | 0.6% | 101 answers | avg #2.5 | ||
| 7 | 0.6% | 96 answers | avg #2.5 | ||
| 8 | 0.6% | 94 answers | avg #2.2 | ||
| 9 | 0.5% | 90 answers | avg #2.5 | ||
| 10 | Qdoba | 0.5% | 89 answers | avg #2.7 | |
| 11 | 0.5% | 89 answers | avg #3.7 | ||
| 12 | Topo Chico | 0.5% | 87 answers | avg #3.9 | |
| 13 | 0.5% | 84 answers | avg #2.3 | ||
| 14 | 0.5% | 82 answers | avg #2.9 | ||
| 15 | 0.5% | 80 answers | avg #2.7 | ||
| 16 | 0.5% | 79 answers | avg #2.5 | ||
| 17 | 0.5% | 79 answers | avg #3.6 | ||
| 18 | 0.5% | 78 answers | avg #3.2 | ||
| 19 | 0.5% | 77 answers | avg #3.6 | ||
| 20 | Jimmy John's | 0.5% | 77 answers | avg #2.8 |
What AI recommends, by category
The food & beverage categories with the most AI answers this run, and the brand each one names most.
- AI visibility for Baking Ingredients
- AI visibility for Beer
- AI visibility for Candy & Gummies
- AI visibility for Casual Dining Chains
- AI visibility for Cereal & Granola
- AI visibility for Cheese
- AI visibility for Chips
- AI visibility for Chocolate
- AI visibility for Coffee Chains
- AI visibility for Condiments & Sauces
- AI visibility for Cooking Oils
- AI visibility for Crackers
- AI visibility for Energy Drinks
- AI visibility for Fast Food Burger Chains
- AI visibility for Fast Food Chicken Chains
Biggest mover
Welch's Fruit Snacks saw the largest change run-over-run — now named in 1.0% of answers (-1.2 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.
Read the full methodology — sample sizes, formulas and refresh frequency →
Frequently asked questions
Which food and beverage brands are most visible in AI answers?
Across 3,594 answers from ChatGPT, Claude and Gemini in the latest Famewise run, the most-named food and beverage brands are Trader Joe's, McDonald's, Chipotle, Panera Bread, and Wendy's. 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 +4.0 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 40 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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