Entity Page · Industry · Automotive
Fiat AI Visibility in Automotive
Fiat ranks #28 in the Automotive leaderboard with a 4.7 AI Index across 3 engines with current brand-level data. Its strongest current signal comes from Qwen, and the score should be read as AI visibility rather than market share or product quality.
Entity Snapshot
Fiat is currently #26 out of 30 entities in Automotive, with a 7 overall AI visibility score across 4 tracked engines. That position shows how often AI systems surface the brand when answering industry comparison and recommendation prompts.
Fiat is currently #28 out of 30 tracked Automotive entities, with a 4.7 AI Index in the latest public snapshot. Fiat trails Peugeot by 2.6 AI Index points. The strongest engine-level signal comes from Qwen, where Fiat records a 8 AI Index and 0% mention rate. ChatGPT is the next strongest covered engine at 3 with a 0% mention rate.
The softer engine-level signal is ChatGPT, where Fiat records a 3 AI Index and 0% mention rate. Grok is another engine to watch at 3 with a 0% mention rate. Keep the scope narrow: this page measures how tracked AI engines surface Fiat in Automotive prompts. It does not rank product quality, sales, safety, or real-world market share.
Fiat's strongest current visibility comes from DeepSeek (11 AI Index, 0% mention rate) and MiniMax (7 AI Index, 0% mention rate). Its weaker engine profile is gemini (5 AI Index, 0% mention rate) and Qwen (5 AI Index, 0% mention rate), so the engine spread points to where recommendation consistency can still improve.
Continue from Here
This public entity page is a neutral starting point. Use Tracker when you want private monitoring for Fiat or a competitor set.
Entity Trend
Open trend explorerFiat's latest visible AI Index is 4.7. 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.
Fiat held steady over the visible trend window, moving from 7.7 on 2026-04-29 to 7.7 on 2026-05-26. Use this trend alongside the engine breakdown to see whether movement is broad or isolated to a few engines.
Engine Breakdown
Comparable Entities
Land Rover is the closest comparable entity by rank, with Fiat behind it by 0.9 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 Fiat ranked in the Automotive leaderboard?
Fiat 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 Fiat?
The strongest current signal is Qwen at 8 AI Index and 0% mention rate. The softest covered signal is ChatGPT at 3 AI Index and 0% mention rate.
Which entities should be compared with Fiat?
The most useful nearby comparison is Peugeot. 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 4 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.