AI Scores / Automotive

Automotive AI Scores
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AI Visibility Scores for Automotive Brands

Car buyers and enthusiasts ask AI engines for vehicle recommendations, dealership reviews, and maintenance advice. The automotive brands that get cited have strong entity data, review schema, and clear product information. See how auto brands score.

38,125
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 38,125 Automotive Brands

AI-Ready8-10
<1%
181
Getting There6-7
19%
7,289
Needs Work4-5
64%
24,237
Not Discoverable0-3
17%
6,418

Only <1% of automotive brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

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38,125 brands scored - page 52 of 382

L

Lauren Jones Buyers Agency

6/10
L

LJB Mechanical Services

6/10
L

ljwemployment

6/10
L

Llewellyn GWM

6/10
L

LM15 Motorsport

6/10
L

lmate

6/10
L

lmctaccounts

6/10
M

Mysite

6/10
D

DOTI Automotive

6/10
L

Loan Warehouse

6/10
L

lobologistics

6/10
L

Locagroup - YOUR BUILDING PARTNER

6/10
R

Reliable freight transport across Queensland

6/10
L

Locked In Garage -

6/10
D

Digital Mafia

6/10
N

NDIS Provider Newcastle & Hunter

6/10
L

Loman Car Removals Perth

6/10
L

Lombardi

6/10
A

AutoAmplify

6/10
C

Coco Expressions

6/10
L

lotsa

6/10
F

FOOD-FORESTRY.com

6/10
L

LoungewearRepublic

6/10
L

LOVEBEE

6/10
L

Laboratorio de Paz

6/10
L

Lovells

6/10
L

Loy Bags

6/10
Y

Yarra Valley Autocare

6/10
L

LRI Autoparts

6/10
L

LSA Oils

6/10
L

LT Mechanix Pty Ltd

6/10
L

Lugsdin Toyota

6/10
L

Luke Body Works

6/10
L

Luke's Pool Care

6/10
L

Lumen

6/10
L

Luminet Dark Fibre

6/10
L

Luminox Australia

6/10
L

Luna Luxury Car Rentals | Exotic Car Hire in Brisbane & Gold Coast

6/10
L

Lunar Books

6/10
L

Luxe AutoHaus European Car Servicing Brisbane Experts

6/10
B

Brisbane's One-Stop Cleaning Service | Luxe Clean Group Australia

6/10
L

Luxury Car Subscriptions

6/10
T

The Luxury Car Vault

6/10
L

LUX VIP TRANSFERS

6/10
L

Lvndship

6/10
L

LVTONG AUSTRALIA

6/10
M

M1 store By MotorOne

6/10
M

M4 Car Removal

6/10
M

M8T Services Car Rental

6/10
L

Land Rover Dealer Campbelltown, NSW

6/10
M

Macarthur Mazda

6/10
M

Macarthur Nissan

6/10
M

Macarthur Suzuki

6/10
A

Albokini

6/10
M

Mace Engineering Group

6/10
M

Macgregor Mechanical

6/10
M

Mac Ford

6/10
M

Mach 5

6/10
K

Kawasaki Dealer in Mackay | Kawasaki Mackay Motorcycles IconService IconEngine IconAward IconPromotions IconMotor Engine IconMotorcycle IconMotor Insurance IconMap icon

6/10
M

Mackay Isuzu UTE

6/10
M

Mackay Mazda

6/10
M

Mackay Hyundai

6/10
M

Mackay Mitsubishi

6/10
M

Mackay Toyota

6/10
M

mackchain

6/10
M

MACKENZIEMODE

6/10
M

MACROC

6/10
M

MAC Utes β€’ Australia

6/10
M

MAD3 Engineering

6/10
M

Mad Coupe

6/10
M

Mad Dat Motorsport

6/10
M

Maddington Central Automotive -

6/10
M

Maffra Machinery and Equipment

6/10
M

Magformers Australia

6/10
M

Magic Cash For Cars

6/10
M

MagicTune | Auto Mechanic Eltham

6/10
M

Magnum Trailers | Trailers, Canopies and Ute Trays

6/10
C

Crash Repairs in Tamworth | Mahers Smash Repairs Quote IconPhone IconEmail IconPin Icon

6/10
M

Mahindra Gold Coast

6/10
M

Mainline Dynamometers

6/10
4

4WD Mechanic Maitland | Maitland 4WD Centre 4WD Accessories IconBull Bars & Winches IconShock Absorbers & Suspension IconMotor Mechanics & Servicing IconBull Bars IconShock Absorbers Icon4WD Equipment IconDiesel Mechanic IconPink Slips IconBrake IconMotor Mechanic IconLogbook Servicing Icon

6/10
G

Glass Repairs | 24/7 | Maitland Glass & Windscreen service white

6/10
M

Majic Touch Detailing - Car Detailing Perth

6/10
M

Major Motors Isuzu UTE

6/10
M

MAKS Caravan Centre

6/10
M

Malkin Group -

6/10
M

Malouf Hyundai

6/10
M

Malvern Auto Services

6/10
M

Mal Wood Automotive

6/10
M

Mama & Bird Skincare

6/10
H

HUBTOTO

6/10
M

MAN Australia

6/10
M

MAN Civil

6/10
M

Mandurah Isuzu UTE

6/10
M

Mandurah Hyundai

6/10
M

Mandurah Nissan

6/10
M

Mandurah Ε koda - Service & Parts

6/10
M

Mandurah Toyota

6/10
M

Mandurah Suzuki

6/10
M

Manjimup Toyota

6/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands β†’

What an AEO score of 4.6/10 means for automotive brands

The average Automotive brand we've scored sits at 4.6/10. That means roughly <1% are positioned to be cited by ChatGPT, Claude, and Perplexity, while the remaining >99% are at risk of being skipped when AI engines answer customer questions.

Common AEO issues in automotive

  • Missing Organization JSON-LD with sameAs links to social profiles
  • No llms.txt file declaring the brand to AI crawlers
  • FAQ content rendered without FAQPage schema, so AI engines cannot extract it
  • robots.txt or Cloudflare WAF blocking GPTBot, ClaudeBot, or PerplexityBot
  • Thin About pages with no founder/team Person schema

How to improve your automotive AEO score

Run a free AEO score for your site and see exactly which signals are missing. The audit takes under a minute and the fix list ships as a one-click JSON-LD + llms.txt + robots.txt patch you can paste into any platform.

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