AI Visibility Leaderboard
Electric Vehicles AI Brand Rankings
Electric Vehicles publishes 29 ranked brands from the accepted leaderboard snapshot. Tesla is rank 1 with composite index 87.38.
Brand rankings
| Rank | Brand | Visibility score | AI engine summary |
|---|---|---|---|
| 1 | Tesla | 87.38 | Rank 1 in Electric Vehicles with composite index 87.38; mention rate 92.86 |
| 2 | Hyundai | 63.22 | Rank 2 in Electric Vehicles with composite index 63.22; mention rate 83.93 |
| 3 | Kia | 61.78 | Rank 3 in Electric Vehicles with composite index 61.78; mention rate 78.57 |
| 4 | BYD | 56.79 | Rank 4 in Electric Vehicles with composite index 56.79; mention rate 44.64 |
| 5 | Volkswagen | 39.89 | Rank 5 in Electric Vehicles with composite index 39.89; mention rate 37.5 |
| 6 | Ford | 35.94 | Rank 6 in Electric Vehicles with composite index 35.94; mention rate 32.14 |
| 7 | Chevrolet | 35.25 | Rank 7 in Electric Vehicles with composite index 35.25; mention rate 44.64 |
| 8 | Nissan | 30.93 | Rank 8 in Electric Vehicles with composite index 30.93; mention rate 41.07 |
| 9 | BMW | 29.7 | Rank 9 in Electric Vehicles with composite index 29.7; mention rate 8.93 |
| 10 | Xiaomi | 25.24 | Rank 10 in Electric Vehicles with composite index 25.24; mention rate 19.05 |
| 11 | NIO | 24.96 | Rank 11 in Electric Vehicles with composite index 24.96; mention rate 14.29 |
| 12 | Toyota | 24.84 | Rank 12 in Electric Vehicles with composite index 24.84; mention rate 16.07 |
| 13 | Mercedes-Benz | 24.21 | Rank 13 in Electric Vehicles with composite index 24.21; mention rate 1.79 |
| 14 | Li Auto | 22.52 | Rank 14 in Electric Vehicles with composite index 22.52; mention rate 17.86 |
| 15 | Audi | 18.25 | Rank 15 in Electric Vehicles with composite index 18.25; mention rate 0 |
| 16 | Rivian | 18 | Rank 16 in Electric Vehicles with composite index 18; mention rate 0 |
| 17 | Porsche | 17.5 | Rank 17 in Electric Vehicles with composite index 17.5; mention rate 0 |
| 18 | Volvo | 16.24 | Rank 18 in Electric Vehicles with composite index 16.24; mention rate 2.04 |
| 19 | Lucid | 16.13 | Rank 19 in Electric Vehicles with composite index 16.13; mention rate 0 |
| 20 | XPENG | 15.27 | Rank 20 in Electric Vehicles with composite index 15.27; mention rate 5.36 |
| 21 | Polestar | 12.73 | Rank 21 in Electric Vehicles with composite index 12.73; mention rate 7.14 |
| 22 | MG | 11.96 | Rank 22 in Electric Vehicles with composite index 11.96; mention rate 14.29 |
| 23 | Renault | 10.73 | Rank 23 in Electric Vehicles with composite index 10.73; mention rate 6.12 |
| 24 | AION | 10.2 | Rank 24 in Electric Vehicles with composite index 10.2; mention rate 0 |
| 25 | Peugeot | 9.14 | Rank 25 in Electric Vehicles with composite index 9.14; mention rate 0 |
Methodology FAQ
How is the Electric Vehicles leaderboard calculated?
Overall ranking combines the latest AI visibility signals across tracked engines for Electric Vehicles, including rank position, recommendation strength, and mention-rate patterns.
Why can Tesla lead overall but differ by engine?
Each AI engine can prefer different brands, evidence, freshness, and recommendation patterns, so engine-specific rankings can diverge from the combined leaderboard.
How often is this Electric Vehicles leaderboard updated?
This leaderboard updates whenever new completed runs are available for Electric Vehicles, with the latest refresh date shown on the page.
How to read this page
This page uses the same leaderboard snapshot for its headline, visible metrics, and comparison table. Read rank together with visibility score: rank shows relative position in the current view, while the score records measured AI visibility. Nearby rows provide comparison context. Follow the related leaderboard links to compare the wider set of tracked entities and continue exploring pages based on the same snapshot.
Scores describe the data available for the snapshot date and should be read as a point-in-time comparison, not a permanent rating. Differences between rows show relative visibility within this leaderboard view. A later snapshot can change both rank and score when the underlying evaluations change. The static table keeps the primary comparison readable without requiring interactive controls.