Entity Page · Industry · Automotive
Mini AI Visibility in Automotive
Mini ranks #29 in the Automotive leaderboard with a 3.7 AI Index across 3 engines with current brand-level data. Its strongest current signal comes from Grok, and the score should be read as AI visibility rather than market share or product quality.
Entity Snapshot
Mini is currently #23 out of 30 entities in Automotive, with a 9 overall AI visibility score across 1 tracked engines. That position shows how often AI systems surface the brand when answering industry comparison and recommendation prompts.
Mini is currently #29 out of 30 tracked Automotive entities, with a 3.7 AI Index in the latest public snapshot. Mini trails Fiat by 1 AI Index points. The strongest engine-level signal comes from Grok, where Mini records a 8 AI Index and 0% mention rate. ChatGPT is the next strongest covered engine at 2 with a 0% mention rate.
The softer engine-level signal is Kimi, where Mini records a 1 AI Index and 0% mention rate. ChatGPT is another engine to watch at 2 with a 0% mention rate. Keep the scope narrow: this page measures how tracked AI engines surface Mini in Automotive prompts. It does not rank product quality, sales, safety, or real-world market share.
Mini's current engine-level visibility is concentrated in Qwen (9 AI Index, 0% mention rate). More completed engine coverage will make the strength and weakness pattern clearer.
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This public entity page is a neutral starting point. Use Tracker when you want private monitoring for Mini or a competitor set.
Entity Trend
Open trend explorerMini's latest visible AI Index is 3.7. Read the trend together with engine coverage and mention-rate signals rather than as a standalone forecast. That movement is useful context, but it is strongest when it lines up with engine coverage and mention-rate changes. A single score move should not be read as a full market or product signal.
Mini improved over the visible trend window, moving from 4 on 2026-04-29 to 9 on 2026-05-24. Use this trend alongside the engine breakdown to see whether movement is broad or isolated to a few engines.
Engine Breakdown
Comparable Entities
Jeep is the closest comparable entity by rank, with Mini behind it by 0.1 AI Index points. This gap is useful for reading whether the page reflects a clear lead, a close contest, or a brand that needs stronger AI evidence to move up.
FAQ
Why is Mini ranked in the Automotive leaderboard?
Mini is included because tracked AI engines surface it in Automotive prompts, and AIvsRank calculates its current visibility from rank position, recommendation strength, and mention-rate signals.
Which engines are strongest and weakest for Mini?
The strongest current signal is Grok at 8 AI Index and 0% mention rate. The softest covered signal is Kimi at 1 AI Index and 0% mention rate.
Which entities should be compared with Mini?
The most useful nearby comparison is Fiat. Compare the score gap and engine-level table before treating rank movement as meaningful.
How often is this page updated?
This page updates when a new completed Automotive leaderboard run is available. The current public snapshot was refreshed on 2026-05-09.
Methodology and source context
AIvsRank calculates this public entity page from 1 tracked AI engines and the latest completed industry leaderboard run for Automotive.
Use the score, mention-rate, engine breakdown, comparable entities, and trend context together; no single chart or paragraph should be read as the whole visibility signal.