We asked seven answer engines 400 questions about Formula 1 and tracked which teams they mention, how they describe them, and how often they get the facts wrong.
Visibility score combines how often a team is mentioned and how high it appears in the answer.
| # | Team | AI visibility score | Share of voice | Sentiment |
|---|---|---|---|---|
| 1 | Ferrari | 71 | 24% | 86 |
| 2 | McLaren | 66 | 19% | 84 |
| 3 | Mercedes | 63 | 17% | 81 |
| 4 | Red Bull Racing | 58 | 15% | 72 |
| 5 | Aston Martin | 41 | 8% | 76 |
| 6 | Williams | 33 | 5% | 79 |
| 7 | Audi | 29 | 4% | 74 |
| 8 | Alpine | 24 | 3% | 63 |
| 9 | Racing Bulls | 19 | 2% | 70 |
| 10 | Haas | 17 | 2% | 68 |
| 11 | Cadillac | 11 | 1% | 77 |
Highlighted: the team each engine mentions most. ChatGPT is the only engine where Mercedes beats Ferrari.
“[Sample excerpt of a real answer will appear here, showing how the engine ranks and describes the teams.]”
“[Sample excerpt: the team named first, the reason given, and the sources cited.]”
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