Honda
AutomotiveFameproof index
76.8+0.5
Honda
Automotive average
Claude 4.5
+0.9
77.9
Mention rate75%
Avg. position2.1
Factual accuracy92%
SentimentPositive
ChatGPT (GPT-5)
−0.2
74.7
Mention rate75%
Avg. position2.4
Factual accuracy93%
SentimentPositive
Gemini 2.5
+0.9
77.8
Mention rate76%
Avg. position2.2
Factual accuracy92%
SentimentPositive
Prompt performance
Position when mentioned · 1,200 promptsPrompt
CL
GPT
GEM
“Best electric car for a family”
#4
#4
#3
“Most reliable car brand”
—
#3
#2
“Best value EV under €40,000”
#1
—
#2
“Which carmaker has the best software”
#2
#3
#3
“Safest cars on the market”
#1
#1
—
A 5-prompt sample of the 1,200-prompt weekly panel.
Who wins the prompts Honda loses
Most-cited sources
What the models lean on when they describe Honda.
docs.honda.comwikipedia.orgg2.comnews.ycombinator.comreddit.com/r/business
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