Ford vs Toyota
Toyota leads Ford by 18.0 points on the Fameproof index, and wins 2 of the three models. Measured across 96 prompts per model per week.
Ford
Automotive
65.0/100
Rank 24 on the companies board
Toyota
Automotive
83.0/100
Rank 5 on the companies board
Ford
Per-model score
Toyota
—
Claude
—
64.0
ChatGPT
84.0
66.0
Gemini
82.0
30-day movement
−1.5
Change
−2.0
Last 7 runs
Answer quality
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Claude mention rate
undefined%
68%
ChatGPT mention rate
84%
72%
Gemini mention rate
82%
undefined%
Claude prominence
undefined%
41%
ChatGPT prominence
83%
43%
Gemini prominence
78%
Questions about this comparison
Who do AI models mention more, Ford or Toyota?
Toyota. It scores 83.0 on the Fameproof index against 65.0 for Ford — a lead of 18.0 points, measured across ChatGPT and Gemini in the run of 5 October 2026.
How is the Ford vs Toyota comparison measured?
Both are asked about with the same panel of category questions — never questions naming them — repeated on every model each week. The score combines how often each is named, how early in the answer, how much of the topic is covered and how consistent the result is.
Both are ranked on the Company AI Visibility board. Prominence reflects how early in an answer the model names them; mention rate is how often it names them at all. How the score is built.
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