Public Industry Leaderboard

Automotive AI Brand Rankings

Automotive Brands

Automotive ranking trend

Current Champion

Toyota

AI Index 88.2

Podium Snapshot

#1 Toyota · #2 Honda · #3 Hyundai

Latest Refresh

Jun 26, 2026

16 tracked engines and 30 entities in the latest public snapshot.

Industry Overview

Automotive AI brand rankings show which brands are most visible in the current public benchmark. Current leaders include Toyota, Honda, and Hyundai across 16 tracked engines, with score and mention-rate signals combined into the overall AI Index. Toyota is 22.4 points ahead of Honda, so the gap helps show whether this industry has a clear AI visibility leader or a tighter competitive cluster.

Use the engine tabs below to compare how ChatGPT, Gemini, Grok, and Sonar rank entities differently. Overall ranking summarizes the latest visibility signals across all tracked engines, while engine-specific tabs reveal whether a brand is broadly recommended or over-dependent on one answer system.

Why This Matters

Use the overall ranking to see which brands stand out in this industry benchmark, then drill into individual AI engines to decide which market, competitors, and prompt themes deserve private tracking. The useful signal is not only the rank: mention rate, score gaps, latest refresh date, and engine outliers show where to investigate next.

Current Ranking Takeaways

Toyota is the current #1 entity in Automotive with a 88.2 AI Index and 87.5% mention rate. This makes it a useful public benchmark for selecting private comparison prompts, not a guarantee about future AI answers.

Honda is the nearest visible challenger at #2, trailing Toyota by 22.4 points. That gap is the first signal to inspect when deciding whether this leaderboard is leader-dominated or actively contested.

Hyundai rounds out the podium at #3. Comparing the top three against engine-level tabs helps separate broad recommendation consistency from single-engine strength.

The latest public snapshot refreshed on Jun 26, 2026, covering 16 tracked engines and 30 entities. Freshness matters because AI recommendations can shift as models, retrieval sources, and category evidence change.

30

Entities

16

AI Engines

Jun 26, 2026

Last Updated

Ranking Methodology

How this AI brand leaderboard is calculated

AI Index

The combined visibility score used to sort the default public leaderboard view.

Mention Rate

How often tracked AI engines mention each brand inside completed public runs.

Recommendation Strength

How strongly the answer positions, first mentions, and recommendation signals support each ranking.

Engine Coverage

Compare overall visibility and engine-specific rankings

Automotive currently compares brands across 16 tracked AI engines, including ChatGPT, Gemini, Grok, Sonar, Claude, and DeepSeek and 10 more. Use the tabs below to separate broad AI visibility from engine-specific outliers.

ChatGPT rankings for AutomotiveGemini rankings for AutomotiveGrok rankings for AutomotiveSonar rankings for AutomotiveClaude rankings for AutomotiveDeepSeek rankings for Automotive

Next pages to inspect

Follow the Automotive AI ranking cluster

Top entity visibility profiles

Toyota AI visibility profile#1 in AutomotiveHonda AI visibility profile#2 in AutomotiveHyundai AI visibility profile#3 in AutomotiveKia AI visibility profile#4 in AutomotiveSubaru AI visibility profile#5 in AutomotiveMazda AI visibility profile#6 in AutomotiveFord AI visibility profile#7 in AutomotiveVolkswagen AI visibility profile#8 in Automotive

Engine-specific rankings for Automotive

ChatGPT rankings for AutomotiveCollection-scoped benchmarkGemini rankings for AutomotiveCollection-scoped benchmarkGrok rankings for AutomotiveCollection-scoped benchmarkSonar rankings for AutomotiveCollection-scoped benchmarkClaude rankings for AutomotiveCollection-scoped benchmarkDeepSeek rankings for AutomotiveCollection-scoped benchmark

Related AI ranking pages

Electric Vehicles AI rankings30 entities trackedTablets AI rankings49 entities trackedSmartphones AI rankings30 entities trackedSmartwatches & Wearables AI rankings30 entities trackedAudio Devices AI rankings30 entities trackedLaptops AI rankings30 entities tracked

Answer engine rank tracking benchmarks

ChatGPT rank tracking benchmarksModel-level ChatGPT benchmark hubGemini rank tracking benchmarksModel-level Gemini benchmark hub
Overall ChatGPT Gemini Grok Sonar Claude DeepSeek MiniMax GLM Qwen Kimi Grok ChatGPT Gemini Claude Kimi DeepSeek

Leaderboard Podium

Open the leading entity pages in this industry leaderboard

Overall Ranking

#1

Toyota

88.2

#2

Honda

65.8

#3

Hyundai

56.9

Overall

Combined AI visibility across all tracked engines. Default view shows the top 10 entities.

10 / 30 entities Jun 26, 2026
Sort
Use the left and right arrow keys to scroll this table horizontally.
RankEntityAI IndexMention Rate
👑 #1
Toyota
88.2
87.5%
🥈 #2
Honda
65.8
82.1%
🥉 #3
Hyundai
56.9
82.1%
#4
Kia
52.7
80.3%
#5
Subaru
42.5
60.7%
#6
Mazda
42.2
69.6%
#7
Ford
39.9
28.6%
#8
Volkswagen
34.5
25.0%
#9
Mercedes-Benz
28.5
0.0%
#10
BMW
28.2
1.8%

Next Step

Turn this public industry benchmark into a private AI visibility tracker.

Public rankings are useful for market discovery and benchmark context. Private tracking is where teams monitor owned prompts, direct competitors, citations, answer history, action plans, validation evidence, report readiness, and pricing fit.

Open a private trackerContinue to onboarding with this industry preserved.Compare tracker plansReview monitoring capacity, prompt limits, projects, and plan fit before moving beyond the public benchmark.Run a free visibility checkCheck one brand as a diagnostic before setting up recurring AI visibility monitoring.Automotive ranking trendSee how this industry has shifted across recent public leaderboard runs.

FAQ

How is the Automotive leaderboard calculated?

Overall ranking combines the latest AI visibility signals across tracked engines for Automotive, including rank position, recommendation strength, and mention-rate patterns.

Why can Toyota 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 Automotive leaderboard updated?

This leaderboard updates whenever new completed runs are available for Automotive, with the latest refresh date shown on the page.