Honda

Automotive

Rank 38 of 120 · honda.com · tracked weekly

Fameproof index · the automotive industry

49.0−2.5

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

Honda Automotive average

Claude 4.5

—

Not measured in this run.

ChatGPT (GPT-5)

46.0

Mention rate44%

Prominence20%

Topic coverage100%

Consistency56%

Samples96/96

Gemini 2.5

52.0

Mention rate58%

Prominence18%

Topic coverage100%

Consistency55%

Samples96/96

Honda scores 49.0 out of 100 on the Fameproof index, ranking 38 of 120 companies measured in the run of 5 October 2026. The index is the mean of the per-model scores below.

Visibility is uneven across models: Gemini scores it 52.0 while ChatGPT scores it 46.0, a gap of 6.0 points. A brand that is strong on one model and weak on another has a different problem from one that is mid-table everywhere.

Gemini names Honda in 58% of answers and places it early enough to score 18% on prominence; ChatGPT names it in 44%.

Across the 24-prompt panel there are 11 prompts where at least one model does not name Honda 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.”

—

#10

“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?”

—

#10

“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.”

—

named

“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.”

—

#10

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

—

#10

“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 Honda in that answer.

Head to head

Who the models name more often, side by side.

vs Toyota vs Mercedes-Benz vs Porsche vs BMW vs General Motors vs Hyundai

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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 62 Porsche 27.5 71 Nissan 19.5 83 Ferrari 14.0

See all carmakers →

Questions about this score

What is Honda's AI visibility score?

Honda scores 49.0 out of 100 on the Fameproof index, ranked 38 of 120 companies, measured on 5 October 2026 across ChatGPT and Gemini.

Which AI model mentions Honda most?

Gemini, at 52.0 out of 100, naming Honda in 58% of the answers in its panel. The per-model breakdown is above.

How is Honda's score measured?

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