BMW
AutomotiveFameproof index
70.5+1.2
BMW
Automotive average
Claude 4.5
+0.5
68.5
Mention rate66%
Avg. position2.5
Factual accuracy91%
SentimentNeutral
ChatGPT (GPT-5)
+2.1
73.2
Mention rate71%
Avg. position2.2
Factual accuracy93%
SentimentNeutral
Gemini 2.5
+1.0
69.8
Mention rate68%
Avg. position2.7
Factual accuracy90%
SentimentNeutral
Prompt performance
Position when mentioned · 1,200 promptsPrompt
CL
GPT
GEM
“Best electric car for a family”
#2
#1
—
“Most reliable car brand”
—
#3
#3
“Best value EV under €40,000”
#3
#3
—
“Which carmaker has the best software”
—
#3
#2
“Safest cars on the market”
#2
—
—
A 5-prompt sample of the 1,200-prompt weekly panel.
Who wins the prompts BMW loses
Most-cited sources
What the models lean on when they describe BMW.
docs.bmw.comwikipedia.orgg2.comnews.ycombinator.comreddit.com/r/business
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