Mercedes-Benz AI Visibility Trend in Automotive

Automotive · MiniMax · AI Index over time

Trend Overview

Automotive AI visibility trends show how entity AI Index scores have moved across 10 completed public MiniMax leaderboard snapshots from Apr 7, 2026 to Apr 29, 2026.

Toyota leads the latest MiniMax snapshot with a 72.1 AI Index and 57.1% mention rate.

Toyota is down 8.2 AI Index points across the visible window, moving from 80.3 to 72.1 on MiniMax.

The chart currently compares Mercedes-Benz. 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.

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

Trend Summary

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EntityLatest AI IndexStart AI IndexDeltaMention RateLatest RankBest RankTrend
Mercedes-Benz2526-10%#11#9Stable
Toyota72.180.3-8.257.1%#1#1Declining
Hyundai66.870.1-3.385.7%#2#2Stable
Kia6364.9-1.985.7%#3#3Stable
Ford53.755.1-1.414.3%#4#4Stable
Mazda5236.6+15.471.4%#5#4Rising

Biggest Movers

Biggest gainers

  1. Volkswagen+16
  2. Mazda+15.4
  3. Volvo+14

Biggest decliners

  1. Honda-30.4
  2. Chevrolet-20.5
  3. Toyota-8.2

Most stable

  1. Audi0
  2. Mitsubishi0
  3. BMW-1

Engine Snapshot Comparison

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EngineLatest LeaderLeader AI IndexLeader GapEntitiesSnapshot Date
MiniMaxToyota72.15.324Apr 29, 2026
QwenToyota78.94.226Apr 29, 2026
GrokToyota80.38.724Aug 12, 2026
ChatGPTToyota92.910.723Jun 10, 2026
GeminiToyota94.31424Jun 10, 2026
ClaudeToyota82.3425Aug 12, 2026
KimiToyota85.221.524Aug 12, 2026
DeepSeekToyota91.48.327Aug 12, 2026

Snapshot History

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DateLeaderLeader AI IndexLeader GapTop 3Entities
Apr 29, 2026Toyota72.15.3Toyota, Hyundai, Kia24
Apr 8, 2026Toyota91.423.6Toyota, Honda, Kia21
Apr 1, 2026Toyota84.315.2Toyota, Hyundai, Kia24
May 26, 2026Toyota95.717.6Toyota, Honda, Kia24
May 5, 2026Toyota88.10.5Toyota, Honda, Hyundai23

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MiniMax· AI Index History

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