Toyota AI Visibility Trend in Electric Vehicles

Electric Vehicles · MiniMax · AI Index over time

Trend Overview

Electric Vehicles AI visibility trends show how entity AI Index scores have moved across 10 completed public MiniMax leaderboard snapshots from May 1, 2026 to Jun 4, 2026.

Tesla leads the latest MiniMax snapshot with a 85.2 AI Index and 85.7% mention rate.

Tesla is up 1.9 AI Index points across the visible window, moving from 83.3 to 85.2 on MiniMax.

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 Electric Vehicles leaderboard and entity pages: the trend view explains historical movement, while ranking pages show the latest cross-entity position, mention rate, and score gap.

Toyota ranking and static AI visibility queries should use the base entity page. This trend page is for Toyota AI visibility trend, ranking history, and movement over time.

Trend Summary

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EntityLatest AI IndexStart AI IndexDeltaMention RateLatest RankBest RankTrend
Toyota23.414+9.428.6%#15#6Rising
Tesla85.283.3+1.985.7%#1#1Stable
BYD79.551.9+27.685.7%#2#2Rising
Hyundai62.681.1-18.585.7%#3#1Declining
Kia6267.3-5.371.4%#4#2Declining
Volkswagen39.450.9-11.428.6%#5#4Declining

Biggest Movers

Biggest gainers

  1. BYD+27.6
  2. NIO+26.1
  3. Li Auto+19.4

Biggest decliners

  1. Chevrolet-35.6
  2. Nissan-19.4
  3. Hyundai-18.5

Most stable

  1. Mercedes-Benz0
  2. Tesla+1.9
  3. Porsche-2

Engine Snapshot Comparison

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EngineLatest LeaderLeader AI IndexLeader GapEntitiesSnapshot Date
MiniMaxTesla85.25.827Jun 4, 2026
QwenTesla75.77.425Jun 4, 2026
GrokTesla95.721.326Aug 12, 2026
ChatGPTTesla94.316.423Aug 12, 2026
GeminiTesla9021.325Aug 12, 2026
ClaudeTesla95.75.324Aug 12, 2026
KimiTesla86.719.123Jun 4, 2026
DeepSeekHyundai79.43.726Aug 12, 2026

Snapshot History

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DateLeaderLeader AI IndexLeader GapTop 3Entities
Jun 4, 2026Tesla85.25.8Tesla, BYD, Hyundai27
Jun 2, 2026Tesla81.910.9Tesla, BYD, Kia24
May 26, 2026Tesla77.116.5Tesla, Hyundai, Kia25
May 17, 2026Tesla91.415.9Tesla, Hyundai, BYD25
May 15, 2026Hyundai89.74Hyundai, Tesla, Kia25

MiniMax· AI Index History

10 data points
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