AI Visibility for Coffee Chains

When people ask ChatGPT, Claude and Gemini about coffee chains, which brands get named? Across 90 AI answers to coffee chains questions in the latest Famewise run — naming 53 distinct brands — these lead the category. If you market a coffee chains brand, this is your AI shelf placement.

  1. BrandVisibilityHow often this brand comes up. The share of all AI answers in this category that name the brand at least once.BarRelative scale only. The top brand always fills the width.Share of mentionsHow much of the category conversation this brand owns. Every brand named in every answer counts as one mention, and this is the brand's slice of that total. Because AI answers usually name several brands at once, these percentages add up to well under 100%.Average positionWhen this brand does get named, where it lands in the answer. Lower is better, since the first brand mentioned is the one people act on.
  2. 1Starbucks84%76 of 90 answers15.0%avg #2.4
  3. 2Dunkin'77%69 of 90 answers13.7%avg #3.0
  4. 3Peet's Coffee49%44 of 90 answers8.7%avg #4.0
  5. 4Dutch Bros42%38 of 90 answers7.5%avg #3.3
  6. 5Panera Bread31%28 of 90 answers5.5%avg #3.1
  7. 6Blue Bottle Coffee28%25 of 90 answers5.0%avg #2.7
  8. 7McDonald's28%25 of 90 answers5.0%avg #4.2
  9. 8Caribou Coffee24%22 of 90 answers4.4%avg #4.3
  10. 9Tim Hortons24%22 of 90 answers4.4%avg #4.3
  11. 10Scooter's Coffee18%16 of 90 answers3.2%avg #4.4

Visibility counts answers, while share of mentions counts brand mentions. That is why a brand can be named in a large share of this category's AI answers and still hold only a small slice of its mentions.

Visibility
How often this brand comes up. The share of all AI answers in this category that name the brand at least once.
Share of mentions
How much of the category conversation this brand owns. Every brand named in every answer counts as one mention, and this is the brand's slice of that total. Because AI answers usually name several brands at once, these percentages add up to well under 100%.
Average position
When this brand does get named, where it lands in the answer. Lower is better, since the first brand mentioned is the one people act on.
Bar
Relative scale only. The top brand always fills the width.

Head-to-head comparisons

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 Coffee Chains brands are most visible in AI answers?

In the latest Famewise run, the Coffee Chains brands AI assistants mention most are Starbucks, Dunkin', Peet's Coffee, Dutch Bros, and Panera Bread. Brands are ranked by visibility — the share of 90 AI answers to Coffee Chains questions that name each brand at least once, drawn from 53 brands named in total. The table also shows each brand's share of all brand mentions in the category, which is a smaller number because most answers name several brands.

How do I check my Coffee Chains brand's AI visibility?

Use Famewise's free AI visibility check — it shows instantly whether ChatGPT, Claude and Gemini mention your brand in Coffee Chains answers, how you rank against the leaders above, and the sentiment when you come up. No sign-up needed.

How is AI visibility and share of voice measured here?

Famewise asks current OpenAI GPT, Anthropic Claude and Google Gemini models the category questions consumers ask — each with web search on and off — then records every brand each answer names. Visibility is the share of those answers that name a brand at least once; share of voice (share of mentions) is the brand's slice of every brand mention in the category. Answers usually name several brands, so the two differ.

How often does this ranking update?

It reflects the latest scheduled Famewise run (typically daily). Each run re-asks the full question set across the tracked AI models and stores a fresh snapshot, so the leaderboard moves as the models' answers change.

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