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.

35,474
Brands Scored
4.8/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 35,474 Automotive Brands

AI-Ready8-10
<1%
212
Getting There6-7
23%
8,072
Needs Work4-5
66%
23,427
Not Discoverable0-3
11%
3,763

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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35,474 brands scored - page 273 of 355

K

Klick'd In

4/10
W

www.911locksmithemergencyservice.com

4/10
A

Australia

4/10
K

Kool Shops Advertising

4/10
K

Kooweerupmotors

4/10
K

kings park

4/10
K

Kristen Henry

4/10
K

kropps Mechanical

4/10
K

Kruger Power

4/10
R

Roman Krumins Corporate Solutions

4/10
K

KTE | Key Tubing and Electrical

4/10
K

Kuber

4/10
K

Kumho Tyres Australia

4/10
K

Kununurra Car Rental

4/10
K

Kwik & Ezy Car Wash

4/10
C

Carhive

4/10
M

Mechanical Repair

4/10
H

Hmk Auto

4/10
L

La Macchina

4/10
L

LEE

4/10
L

LANDCRUISER PARTS & RESTORATION

4/10
L

Lander Landing Page

4/10
S

Safety Driving, Driving Rules, Driving simulators, Driving techniques and technologies

4/10
H

Hillside Leisure UK Limited

4/10
L

LandsDale AutoCare

4/10
L

Langes Auto Centre

4/10
L

Lapauto

4/10
L

LARRIKIN PRODUCTS Cheap Auto Electric Parts Sydney, Supplier of Electric Imports, Wholesale, Trade, Retail: direct to the public

4/10
L

Larner Engines

4/10
M

maniacs.co.jp -

4/10
E

Eastcoast EFI

4/10
H

Home

4/10
L

Laundered - The Sunshine Coast and Northern Gold Coast’s largest self-service laundry operator.

4/10
L

Laurinda Car Detailing

4/10
L

Lavender Panels

4/10
O

OZ Racing Wheels (Australia)

4/10
O

oblogit

4/10
L

LeasePLUS

4/10
L

Leather Mate Australia

4/10
L

LedPerf

4/10
L

Legendary Old Scrap Car Buyers

4/10
L

Leichhardt Automotive

4/10
L

Leicon Notley

4/10
L

Leightonvanspage

4/10
L

Le Mans Mechanic Woolloongabba

4/10
L

Lennox Locksmiths and Security

4/10
H

https://www.lenvine.com.au/

4/10
L

LEVEL 5 DESIGN

4/10
L

Licence Me

4/10
L

LiFaFa

4/10
Y

YOUR DREAM LIFESTYLE, ALL YEAR ROUND

4/10
L

Lifestyle Queens Land

4/10
H

Hem

4/10
L

Lift Services Sydney

4/10
L

Light and Motion

4/10
C

City of North Las Vegas

4/10
I

Inter Cash For Cars

4/10
L

Light Wheel Alignment |

4/10
L

Limefinger Wine

4/10
P

PLIXXENT

4/10
L

Limo Hire Bunbury 6230

4/10
L

Limousine Royalty

4/10
L

Linktal Australia

4/10
L

LinLec Electrical Services

4/10
H

Home Page

4/10
J

Joyas Molina, joyas con mesaje, joyas de moda y mucho más

4/10
C

Capricorn Coast Car Rentals

4/10
R

Rekomendasi Bandar Toto Togel Prediksi Fantastis

4/10
G

Gravitic Alchemy: Beyond Spacetime

4/10
S

Sitrak Trucks by LK Auto

4/10
L

LK Express Transport

4/10
L

LMF Mechanical

4/10
L

Loans4Us

4/10
L

Local Auto Cash For Cars

4/10
L

Local Heating and Cooling

4/10
D

Debt Collection & Recovery

4/10
L

LDS

4/10
D

Default page

4/10
E

Ecoscape Lawn & Landcare, LLC

4/10
L

Louca Automotive

4/10
L

Lovedale Long Lunch

4/10
L

Lower Cost Cars

4/10
L

Lowes Auto Repairs Warrnambool

4/10
R

Retirement REPLACED

4/10
H

https://www.lowpriceautos.com.au/

4/10
L

LTSC

4/10
L

Lucan Engineering

4/10
L

Luxuria Watches

4/10
H

Home

4/10
M

maaqld

4/10
M

Maccas O.C.Detailing

4/10
M

McConnell Dowell

4/10
M

Mackey Electrical

4/10
M

Mack Trucks Australia

4/10
M

Macquarie Early Learning Centre

4/10
M

Maffra and District Car Club

4/10
M

Madinah Auto

4/10
M

Madison Motor Company

4/10
M

Magill Locksmiths

4/10
M

Magnum Security

4/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands →

What an AEO score of 4.8/10 means for automotive brands

The average Automotive brand we've scored sits at 4.8/10. 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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