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.

33,650
Brands Scored
4.8/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 33,650 Automotive Brands

AI-Ready8-10
<1%
210
Getting There6-7
24%
7,915
Needs Work4-5
66%
22,148
Not Discoverable0-3
10%
3,377

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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33,650 brands scored - page 79 of 337

A

All City Collision Center | Auto Body Repair Shop Burbank, Los Angeles

6/10
W

World Copper Recycling

6/10
W

Wowsers™

6/10
W

Woy Woy Mechanical

6/10
W

Wrap Industries - Surface, Stone & Paint Protection Film Specialists

6/10
W

Wreckers Launceston

6/10
W

WR Engineering

6/10
W

Wright Insurance

6/10
E

Eklutna Inc.

6/10
M

Mossy Nissan

6/10
B

BETA138

6/10
W

Wynnum Battery Service

6/10
X

Xpress Wraps & Signs

6/10
B

Bluegrass Supply Chain

6/10
X

Xplore_Aus

6/10
G

Goodyear Air Springs - Engineered for Mission-Critical Industries

6/10
G

General Pump Company

6/10
P

Plaza Tire Service

6/10
N

NKK Switches

6/10
S

Solar X

6/10
X

XM Biloela

6/10
X

Xtream Car Care

6/10
C

Continental Battery Systems

6/10
X

Xtreme Freight

6/10
X

Xtreme Outback

6/10
Y

yanniecreek

6/10
Y

Yarrawonga Ford

6/10
Y

Yarrow Field Maintenance

6/10
Y

Yarrawonga Toyota

6/10
A

Autokiniton - Homepage Car Body1

6/10
C

Campus Nissan

6/10
Y

YOKI AUTO EQUIPMENT

6/10
Y

You Can Finance

6/10
Y

Youngs Volkswagen

6/10
H

Homepage

6/10
C

CSN Collision

6/10
Y

Your Podiatrist

6/10
Y

Your Podiatry

6/10
C

Custom Vehicle Wraps & Business Signage

6/10
L

Lamtto

6/10
S

SeaLandAire

6/10
Z

Zagame Alfa Romeo

6/10
Z

Zagame Fiat

6/10
Z

ZELLIS

6/10
Z

Zenith Racing Solutions

6/10
Z

ZEN MOTORCYCLES

6/10
Z

Zent Loans | Fast Personal Loan Finder Australia

6/10
P

Paidnice

6/10
C

commercebuild

6/10
Z

Zeus Barz

6/10
A

Auto Forever : fiches et livres automobile

6/10
S

Sell Your Car Online! CarBrain

6/10
D

Daanaa

6/10
Z

Zokal Safety Servicesfacebook

6/10
Z

Zoom Car Wash

6/10
Z

ZORRO Australia

6/10
Z

zslocksmith

6/10
Z

ZTA Education Consultants -

6/10
T

Tri South Mechanical

6/10
D

Detect-ION

6/10
D

Dream Car Rental | Best Car Hire in Perth Australia

6/10
D

Dynamic

6/10
A

Al Shirawi Group of Companies

6/10
E

Emergency Carpet Cleaning Avondale Heights

6/10
M

MONYETJP

6/10
E

epctech

6/10
A

aliceblueflorist

6/10
F

Farizon Auto Australia

6/10
F

Flex Drive Rentals

6/10
F

Franchiseek Australia

6/10
T

Trading Australia PTY LTD

6/10
I

Ian Jeffery Motors

6/10
I

ISO Consultancy for Certification | Welcome to IMSM

6/10
V

Vistatec

6/10
J

John Barnes Group

6/10
K

Kingdom Tyres & Auto

6/10
%

%sitename%

6/10
M

MOR Motorsport

6/10
M

MOTUS Ballarat

6/10
Q

QQSLOT

6/10
G

GG99 & Seostips Memberikan Sentuhan Paling Berkelas Dalam Bermain

6/10
S

Self Storage Plus

6/10
C

Canarys

6/10
B

Beijing Times

6/10
W

Wayfair

6/10
B

Big Outsource - Offshoring & Business Outsourcing Services to the Philippines

6/10
F

Fix Auto USA

6/10
W

Willowood Ventures Automotive Advertising Agency

6/10
C

Collectors Auto Supply

6/10
R

Routine Automation

6/10
N

NEWPLAY88: Komunitas Member Baru Paling Solid, Banjir JP Setiap Hari!

6/10
M

MAMAJITU

6/10
D

Dreyer & Reinbold

6/10
I

Inicio

6/10
O

OLXTOTO

6/10
G

graftonchamberofcommerce.org.au - graftonchamberofcommerce.org.au

6/10
Y

Young Architect

6/10
N

North Texas Automobile Dealers

6/10
K

KOTA188

6/10
T

TISU4D

6/10
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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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