Ferrari

Automotive

Rank 83 of 120 · ferrari.com · tracked weekly

Fameproof index · the automotive industry

14.0−2.5

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

Ferrari Automotive average

Claude 4.5

—

Not measured in this run.

ChatGPT (GPT-5)

14.0

Mention rate4%

Prominence1%

Topic coverage25%

Consistency86%

Samples96/96

Gemini 2.5

14.0

Mention rate4%

Prominence0%

Topic coverage25%

Consistency80%

Samples96/96

Ferrari scores 14.0 out of 100 on the Fameproof index, ranking 83 of 120 companies measured in the run of 5 October 2026. The index is the mean of the per-model scores below.

The models broadly agree: ChatGPT 14.0, Gemini 14.0, within 0.0 points of each other.

ChatGPT names Ferrari in 4% of answers and places it early enough to score 1% on prominence; Gemini names it in 4%.

Across the 24-prompt panel there are 24 prompts where at least one model does not name Ferrari 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 companies in the automotive industry.”

—

“Which companies lead the the automotive industry market? List up to 10.”

—

“Give a concise primer on the the automotive industry industry, naming no more than 10 companies.”

—

“Who are the main players in the automotive industry that someone new to the sector should know? Give 10 names.”

—

“List 10 influential companies operating in the automotive industry today.”

—

“Name a balanced set of 10 the automotive industry companies worth knowing about.”

—

“Which companies have shaped the automotive industry over the last decade? List 10.”

—

“Name 10 companies known for technical strength in the automotive industry.”

—

“Which 10 companies in the automotive industry are most often cited as innovators?”

—

“If explaining how the the automotive industry sector works, which 10 companies would you reference?”

—

“Give 10 examples of the automotive industry companies with sustained relevance.”

—

“Which 10 companies are most associated with quality in the automotive industry?”

—

“Which the automotive industry providers should a buyer compare before deciding? Name 10.”

—

“What are the main alternatives available in the automotive industry? List 10.”

—

“Compare the leading options in the automotive industry, naming up to 10 companies.”

—

“Which 10 companies in the automotive industry would appear on a serious evaluation shortlist?”

—

“Name 10 the automotive industry companies suitable for a mid-sized organisation.”

—

“Which 10 the automotive industry vendors are worth requesting a quote from?”

—

“Recommend 10 companies in the automotive industry to follow.”

—

“Build a starter list of 10 companies to know in the automotive industry.”

—

“Suggest 10 the automotive industry companies for an industry briefing.”

—

“Which 10 the automotive industry companies would you name in a sector overview for investors?”

—

“Which 10 companies give a useful cross-section of the automotive industry today?”

—

“Give a ranked list of 10 companies in the automotive industry for a general-interest reader.”

—

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

Head to head

Who the models name more often, side by side.

vs Porsche vs Nissan

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Ranked either side

Automotive, nearest on the index.

25 Tesla 64.5 33 BMW 53.0 36 Mercedes-Benz 50.5 38 Honda 49.0 62 Porsche 27.5 71 Nissan 19.5

See all carmakers →

Questions about this score

What is Ferrari's AI visibility score?

Ferrari scores 14.0 out of 100 on the Fameproof index, ranked 83 of 120 companies, measured on 5 October 2026 across ChatGPT and Gemini.

Which AI model mentions Ferrari most?

ChatGPT, at 14.0 out of 100, naming Ferrari in 4% of the answers in its panel. The per-model breakdown is above.

How is Ferrari's score measured?

With a panel of 24 category questions asked 4 times per model — never questions that name Ferrari, 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.