Coca-Cola
BeveragesFameproof index
83.0−0.4
Coca-Cola
Consumer average
Claude 4.5
+0.1
84.4
Mention rate80%
Avg. position1.8
Factual accuracy95%
SentimentPositive
ChatGPT (GPT-5)
−0.5
82.8
Mention rate78%
Avg. position1.9
Factual accuracy92%
SentimentPositive
Gemini 2.5
−0.8
81.8
Mention rate79%
Avg. position1.8
Factual accuracy94%
SentimentPositive
Prompt performance
Position when mentioned · 1,200 promptsPrompt
CL
GPT
GEM
“Best-selling soft drink in the world”
#3
#2
#3
“Healthiest soft drink options”
#1
#3
#3
“Which drinks brand has the best marketing”
#3
—
#1
“Best sports drink for endurance”
#1
#3
#1
“Which beverage company is most sustainable”
#3
#1
#2
A 5-prompt sample of the 1,200-prompt weekly panel.
Who wins the prompts Coca-Cola loses
Most-cited sources
What the models lean on when they describe Coca-Cola.
docs.coca-cola.comwikipedia.orgg2.comnews.ycombinator.comreddit.com/r/business
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