Beyoncé

Musician

Rank 7 of 148 · Musician · US · tracked weekly

Fameproof index · musicians

74.5+1.5

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

Beyoncé Musicians average

Claude 4.5

—

Not measured in this run.

ChatGPT (GPT-5)

82.0

Mention rate86%

Prominence71%

Topic coverage100%

Consistency69%

Samples96/96

Gemini 2.5

67.0

Mention rate70%

Prominence50%

Topic coverage100%

Consistency57%

Samples96/96

Beyoncé scores 74.5 out of 100 on the Fameproof index, ranking 7 of 148 public figures measured in the run of 5 October 2026. The index is the mean of the per-model scores below.

Visibility is uneven across models: ChatGPT scores it 82.0 while Gemini scores it 67.0, a gap of 15.0 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 86% of answers and places it early enough to score 71% on prominence; Gemini names it in 70%.

Across the 24-prompt panel there are 6 prompts where at least one model does not name Beyoncé at all — those are the answers a competitor is winning instead, and the table below shows which.

Prompt performance

Position when mentioned

Prompt

GPT

GEM

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

—

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

—

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

—

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

—

#10

“List 10 influential contemporary musicians.”

—

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

—

“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

—

“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.”

—

“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.”

—

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

—

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

—

The full 24-prompt panel. “—” means the model did not name Beyoncé in that answer.

Head to head

Who the models name more often, side by side.

vs Taylor Swift vs Bad Bunny vs Drake

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Ranked either side

Musicians, nearest on the index.

11 Taylor Swift 62.0 16 Bad Bunny 58.0 20 Kendrick Lamar 50.5 21 Drake 49.5 22 Billie Eilish 48.0 24 The Weeknd 45.5

See all musicians →

Questions about this score

What is Beyoncé's AI visibility score?

Beyoncé scores 74.5 out of 100 on the Fameproof index, ranked 7 of 148 public figures, measured on 5 October 2026 across ChatGPT and Gemini.

Which AI model mentions Beyoncé most?

ChatGPT, at 82.0 out of 100, naming Beyoncé in 86% 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.