Lyft
MobilityFameproof index
67.6+0.7
Lyft
Technology average
Claude 4.5
+0.9
68.2
Mention rate69%
Avg. position2.7
Factual accuracy91%
SentimentNeutral
ChatGPT (GPT-5)
+0.8
68.0
Mention rate66%
Avg. position2.8
Factual accuracy92%
SentimentNeutral
Gemini 2.5
+0.4
66.7
Mention rate66%
Avg. position2.8
Factual accuracy90%
SentimentNeutral
Prompt performance
Position when mentioned · 1,200 promptsPrompt
CL
GPT
GEM
“Best ride-hailing app”
#4
#2
#3
“Cheapest way to get to the airport”
#3
—
#4
“Which delivery app pays drivers best”
#4
#4
—
“Alternatives to owning a car in a city”
—
#1
—
“Best app for business travel expenses”
#1
—
—
A 5-prompt sample of the 1,200-prompt weekly panel.
Who wins the prompts Lyft loses
Most-cited sources
What the models lean on when they describe Lyft.
docs.lyft.comwikipedia.orgg2.comnews.ycombinator.comreddit.com/r/business
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