Luxury Cars AI Visibility Trends

Luxury Cars · ChatGPT · AI Index over time

Trend Overview

Luxury Cars AI visibility trends show how entity AI Index scores have moved across 10 completed public ChatGPT leaderboard snapshots from May 15, 2026 to Aug 12, 2026.

Porsche leads the latest ChatGPT snapshot with a 68 AI Index and 71.4% mention rate.

Porsche is down 0.4 AI Index points across the visible window, moving from 68.4 to 68 on ChatGPT.

The chart currently compares Porsche, Ferrari, Rolls-Royce. 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 Luxury Cars leaderboard and entity pages: the trend view explains historical movement, while ranking pages show the latest cross-entity position, mention rate, and score gap.

Luxury Cars AI ranking queries should use the base collection page. This trend page is for Luxury Cars ranking trend, history, and movement over time.

Trend Summary

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EntityLatest AI IndexStart AI IndexDeltaMention RateLatest RankBest RankTrend
Porsche6868.4-0.471.4%#1#1Stable
Ferrari67.464.6+2.885.7%#2#1Stable
Rolls-Royce62.362.1+0.171.4%#3#2Stable
Bentley57.363.3-685.7%#4#1Declining
Mercedes-Benz57.155.2+1.914.3%#5#1Stable
Lamborghini50.650.6071.4%#6#4Stable
Aston Martin45.349.3-485.7%#7#7Stable
BMW34.734.7014.3%#8#5Stable
Bugatti34.438.9-4.528.6%#9#7Stable
Audi33.732.7+114.3%#10#4Stable

Biggest Movers

Biggest gainers

  1. Genesis+9
  2. Lincoln+8
  3. Lexus+6.7

Biggest decliners

  1. Koenigsegg-25.7
  2. Range Rover-24.8
  3. Pagani-19.4

Most stable

  1. Lamborghini0
  2. BMW0
  3. Rolls-Royce+0.1

Engine Snapshot Comparison

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EngineLatest LeaderLeader AI IndexLeader GapEntitiesSnapshot Date
MiniMaxRolls-Royce76.33.228Jun 4, 2026
QwenRolls-Royce79.37.819Jun 4, 2026
GrokRolls-Royce65.31.329Aug 12, 2026
ChatGPTPorsche680.629Aug 12, 2026
GeminiRolls-Royce72.60.429Aug 12, 2026
ClaudeFerrari81.46.629Aug 12, 2026
KimiRolls-Royce74.93.427Jun 4, 2026
DeepSeekRolls-Royce80.33.929Aug 12, 2026

Snapshot History

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DateLeaderLeader AI IndexLeader GapTop 3Entities
Aug 12, 2026Porsche680.6Porsche, Ferrari, Rolls-Royce29
Jun 26, 2026Mercedes-Benz7910.9Mercedes-Benz, Porsche, Bentley25
Jun 19, 2026Mercedes-Benz72.43.9Mercedes-Benz, Porsche, Rolls-Royce27
Jun 12, 2026Mercedes-Benz63.32.5Mercedes-Benz, Rolls-Royce, Lexus24
Jun 10, 2026Bentley661.4Bentley, Rolls-Royce, Porsche28

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Move from this public trend into the latest collection, entity, engine, or private recurring tracker context.

Open private tracker See latest Luxury Cars AI rankings Porsche AI visibility profileFerrari AI visibility profileRolls-Royce AI visibility profilePerplexity rankings for Luxury CarsMiniMax rankings for Luxury CarsGLM rankings for Luxury CarsQwen rankings for Luxury Cars

ChatGPT· AI Index History

10 data points
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