Beyoncé

Musician

Rank 7 of 148 · Musician · US · tracked weekly

Fameproof index · musicians

70.70.0

The wide pool every artist on the board answers. This is what ranks.

Beyoncé Musicians average

Claude

66.0

Mention rate68%

Prominence50%

Topic coverage100%

Consistency60%

Samples96/96

ChatGPT

81.0

Mention rate85%

Prominence70%

Topic coverage100%

Consistency67%

Samples96/96

Gemini

65.0

Mention rate67%

Prominence48%

Topic coverage100%

Consistency55%

Samples96/96

Prompt performance

Position when mentioned · grouped by stage

Prompt

GPT

GEM

Named first

OverviewWho the models name when asked about the field · named in 6 of 6

“Name 10 notable contemporary musicians with broad international recognition.”

Taylor Swift

“Which living musicians have had a major impact on their field? List up to 10.”

#10

Paul McCartney

“Create a concise primer on today's best-known musicians, naming no more than 10 people.”

Taylor Swift

“Who are the most prominent musicians that a general audience should know? Give 10 names.”

This one

“List 10 influential contemporary musicians.”

This one

“Name a balanced set of 10 current musicians worth knowing about.”

—

ReputationWho they credit with shaping it · named in 5 of 6

“List 10 musicians whose work has shaped their field in the last decade.”

“Who are the leading musicians today? Provide a numbered list of 10.”

“Name 10 accomplished musicians known for distinctive contributions.”

—

“If teaching an overview of modern musicians, which 10 living people would you mention?”

“Give 10 examples of musicians with sustained public relevance.”

“Which 10 musicians are most often associated with excellence in their field?”

—

#10

—

AssociationWho they tie to a place or a culture · named in 6 of 6

“Name 10 contemporary musicians associated with United States.”

“Which musicians from or strongly connected to United States are internationally recognized? List up to 10.”

“Create a 10-name guide to notable musicians associated with United States.”

#10

—

“Name current musicians who represent United States on an international stage.”

named

“Who are widely recognized musicians connected with United States? Give 10 names.”

—

“List 10 musicians who link United States with their field today.”

RecommendationWho they tell the reader to pick or follow · named in 5 of 6

“Recommend 10 contemporary musicians to follow for someone exploring the field.”

—

“Build a starter list of 10 notable musicians.”

#10

—

“Suggest 10 musicians for a broad international profile series.”

—

“Choose 10 living musicians for a contemporary hall-of-fame discussion.”

“Which 10 musicians would make a useful cross-section of the field today?”

“Give a ranked list of 10 contemporary musicians for a general-interest reading list.”

Who was named first on the other 19 prompts — and what each model said instead of Beyoncé — is in the audit. Unlock the full table

The full 24-prompt panel. “—” means the model did not name Beyoncé in that answer. “Named first” is the tracked entity placed highest across the models.

Head to head

Who the models name more often, side by side.

vs Taylor Swift vs Bad Bunny vs Drake

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What the models cite in musicians

The pages the models lean on when they answer — and the ones naming a competitor instead of Beyoncé.

In the auditSee a worked example →

Ranked either side

Musicians, nearest on the index.

12 Taylor Swift 62.7 17 Bad Bunny 57.7 18 Kendrick Lamar 53.7 20 Billie Eilish 48.3 21 Drake 47.0 25 Adele 42.7

See all musicians →

What the numbers say

Beyoncé scores 70.7 out of 100 on the Fameproof index, ranking 7 of 148 public figures measured in the run of 26 October 2026. The index is the mean of the per-model scores below.

Visibility is uneven across models: ChatGPT scores it 81.0 while Gemini scores it 65.0, a gap of 16.0 points. A brand that is strong on one model and weak on another has a different problem from one that is mid-table everywhere.

ChatGPT names Beyoncé in 85% of answers and places it early enough to score 70% on prominence; Gemini names it in 67%.

Across the 24-prompt panel there are 8 prompts where at least one model does not name Beyoncé at all — those are the answers a competitor is winning instead, and the prompt table above shows which.

Questions about this score

What is Beyoncé's AI visibility score?

Beyoncé scores 70.7 out of 100 on the Fameproof index, ranked 7 of 148 public figures, measured on 26 October 2026 across Claude and ChatGPT and Gemini.

Which AI model mentions Beyoncé most?

ChatGPT, at 81.0 out of 100, naming Beyoncé in 85% of the answers in its panel. The per-model breakdown is above.

How is Beyoncé's score measured?

With a panel of 24 category questions asked 4 times per model — never questions that name Beyoncé, because a prompt that names you guarantees a mention. The score combines how often it is named, how early in the answer, how much of the topic it covers, and how consistent the result is between repetitions. Full methodology.