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.

35,017
Brands Scored
4.8/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 35,017 Automotive Brands

AI-Ready8-10
<1%
212
Getting There6-7
23%
8,028
Needs Work4-5
66%
23,122
Not Discoverable0-3
10%
3,655

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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35,017 brands scored - page 278 of 351

X

Xinhao Dong (Jack)

4/10
I

Infini Théâtre

4/10
A

Autogalerie Herford - Neu- und Gebrauchtwagen

4/10
S

Sofia Karlsson

4/10
H

HOHO168

4/10
F

Full Haus

4/10
T

Tienda online de la Real Academia de Bellas Artes de San Fernando

4/10
I

itch.io

4/10
J

Johnson & Perrott Motor Group

4/10
H

HÍLEK Auto & Servis

4/10
S

Show Dogs Sf

4/10
F

Fertagus

4/10
G

Global Journals Incorporated, United States

4/10
H

Honda Indonesia The Power of Dreams

4/10
P

paul.fawkesley.com

4/10
C

Coren-SP

4/10
F

FOBO

4/10
N

NavigatorFree

4/10
A

Autonapůl

4/10
M

Might & Magic Fates TCG - Strategic Battle Card Game

4/10
L

landrover

4/10
M

MobileGamesPro.com

4/10
V

VitiKart

4/10
P

Parq

4/10
A

ARIVI

4/10
B

Biroshare

4/10
M

MyCanX

4/10
K

K24Klik.com Apotek Online Paling Komplit

4/10
M

Make It Easy

4/10
A

Al Masaood

4/10
P

PlusApkz

4/10
S

Simple Dealer Suite

4/10
H

Home

4/10
T

Tuio

4/10
T

TerracapTerracap

4/10
E

Epmcreative

4/10
H

Hyundai México

4/10
P

Praktiker Baumarkt: Alles für erfolgreiches Heimwerken

4/10
I

Invicta Electric | Vehiculos 100% eléctricos para disfrutar en la ciudad

4/10
C

Cuida Mi Mascota

4/10
C

Convert Forms to Excel

4/10
M

Mycar.lu : Voitures d'Occasion au Luxembourg

4/10
A

Alper Seguros

4/10
O

Onki Games

4/10
W

Wodonga Taxis At Your Service

4/10
R

Rádio Estúdio 76. A melhor rádio flashback. Rádio anos 80, 70 e 90.

4/10
G

G. R. Infotech

4/10
M

Monaco Motors

4/10
A

Auto Text

4/10
Z

ZADAX HOST

4/10
A

Ayuntamiento de Fresno de Caracena

4/10
X

Xyrality Technical Support and Help CenterLogo Facebook

4/10
E

Eka Yazılım

4/10
W

Webturno

4/10
B

Bmove

4/10
S

SunStrong Management

4/10
H

Home

4/10
C

Carwashuden.nl

4/10
R

RV

4/10
1

123 Protege

4/10
L

Lost Age: AFK

4/10
S

Safe Mode ayuda

4/10
D

DGT examen práctico y teórico

4/10
Y

YemenMazad

4/10
A

avrretail

4/10
M

MAQNIFY Drive

4/10
B

bredent-implants

4/10
C

Chargeprice

4/10
T

Taxi Kętrzyn

4/10
L

Laikingland

4/10
H

Hazees Carworld

4/10
V

VS Auto

4/10
C

Car play

4/10
Z

Zero Drivers Gold Coast

4/10
D

Default page

4/10
C

Calibre Companion Privacy Policy

4/10
B

Blok Games

4/10
W

Winchit

4/10
A

alfiii

4/10
N

nyn

4/10
A

Anwardataco

4/10
A

Autosalon

4/10
A

Anzahl Platinum Series

4/10
B

BMM-Soft

4/10
C

Car Code OBD2 for Android™ Enhanced Data Manufactuer Specific Scan Tool

4/10
D

Default page

4/10
D

DtcFix.com # DTC, Hata Kodları ve Onboard Diagnostic

4/10
E

Easy On Books

4/10
E

eland apps

4/10
L

Login Login

4/10
F

Fable Town

4/10
F

Farhan's Android Apps

4/10
M

MakingApp Studio

4/10
F

Francisco Franco, Android developer

4/10
Ü

Ücretsiz İlan Ver

4/10
H

Home

4/10
G

Gargano Fleet

4/10
O

OBD 2007

4/10
G

GRIT carwash

4/10
H

HawalinaHawalina

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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