Toyota AI Visibility Trend in Automotive
Automotive · ChatGPT · AI Index over time
Trend Overview
Automotive AI visibility trends show how entity AI Index scores have moved across 10 completed public ChatGPT leaderboard snapshots from May 5, 2026 to Jun 6, 2026.
Toyota leads the latest ChatGPT snapshot with a 94.3 AI Index and 100% mention rate.
Toyota is up 8.6 AI Index points across the visible window, moving from 85.7 to 94.3 on ChatGPT.
The chart currently compares Toyota. Use the entity filters to separate durable visibility trends from one-off ranking movement in a single AI engine.
Read this trend alongside the main Automotive leaderboard and entity pages: the trend view explains historical movement, while ranking pages show the latest cross-entity position, mention rate, and score gap.
Trend Summary
Biggest Movers
Biggest gainers
- Lexus+29.4
- Subaru+18.1
- Toyota+8.6
Biggest decliners
- Hyundai-23.3
- Volkswagen-21.1
- Škoda-12.1
Most stable
- Mercedes-Benz0
- Porsche0
- Land Rover0
Engine Snapshot Comparison
Snapshot History
| Date | Leader | Leader AI Index | Leader Gap | Top 3 | Entities |
|---|---|---|---|---|---|
| Jun 6, 2026 | Toyota | 94.3 | 14.5 | Toyota, Honda, Subaru | 26 |
| Jun 4, 2026 | Toyota | 97.1 | 32 | Toyota, Honda, Subaru | 24 |
| Jun 2, 2026 | Toyota | 86.7 | 4 | Toyota, Honda, Hyundai | 25 |
| May 24, 2026 | N/A | 0 | N/A | 0 | |
| May 22, 2026 | N/A | 0 | N/A | 0 |
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ChatGPT· AI Index History
10 data points
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