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.

735,438
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,438 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,733
Needs Work4-5
53%
387,970
Not Discoverable0-3
42%
309,600

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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735,438 brands scored - page 46 of 7,355

S

Software ISO

6.6/10
P

Pino Galvagno, Consulente SEO Torino

6.6/10
H

Hall's Guide for Hot Wheels Collectors

6.6/10
B

Button Shy

6.6/10
T

The Green Optimistic

6.6/10
V

Viking Steel Structures

6.6/10
V

VCD

6.6/10
H

https://www.amomeupet.org/

6.6/10
A

Accueil

6.6/10
C

China Used Cars Export & Auction

6.6/10
D

Digital Dealer

6.6/10
O

OLXTOTO

6.6/10
A

ALERTA El Diario de Cantabria

6.6/10
P

postale.io

6.6/10
P

Plaza IT

6.6/10
A

Apollo Scooters

6.6/10
X

Xbox Gamertag

6.6/10
E

Eden Tyres & Servicing

6.6/10
A

AIR168

6.6/10
E

EVKX.net

6.6/10
R

Redway Power™

6.6/10
R

Rhum en Ligne : 7000+ Bouteilles

6.6/10
M

Mechanical Elements

6.6/10
A

Arash Law

6.6/10
W

Wise Systems

6.6/10
E

Ejércitos – Sitio Web sobre Defensa, Armamento y Fuerzas Armadas

6.6/10
S

SEO Werkz

6.6/10
F

Folks

6.6/10
D

Diario del Norte

6.6/10
1

1xbet

6.6/10
G

Genuine OEM Subaru Parts and Accessories Online

6.6/10
D

Drive South Africa

6.6/10
R

Recetas Gratis

6.6/10
I

Insurance For Auto Home Business | Surex

6.6/10
E

e-lactancia.org

6.6/10
T

Terre de Liens

6.6/10
H

Hub

6.6/10
I

INEFC

6.6/10
N

New & Used Ford Dealership

6.6/10
T

ThirdGen.Org

6.6/10
H

Hyperion Materials & Technologies

6.6/10
H

Home

6.6/10
Z

Zero To 60 Times

6.6/10
T

TyreSafe | Safe Tyres Save Lives

6.6/10
B

Bußgeldrechner

6.6/10
M

Men's Gear

6.6/10
M

McKiggan Hebert Lawyers

6.6/10
M

Milence

6.6/10
B

Bioetica en la Red: La bioética

6.6/10
U

Uncle Wang's shop

6.6/10
C

CCFD-Terre Solidaire

6.6/10
F

Flatcar

6.6/10
ส

สล็อตเว็บตรง

6.6/10
V

Vehicle Tracking Service Provider in Bangladesh

6.6/10
F

FIRGELLI

6.6/10
R

Ralph Nader

6.6/10
T

ThrottleXtreme

6.6/10
D

Delhi Tempo Travels

6.6/10
R

RAJAPG88 LOGIN

6.6/10
B

Bateriku.com

6.6/10
R

RedesZone

6.6/10
I

Industrial Insulation Mica Supplier

6.6/10
S

Sraml -

6.6/10
S

Site Title

6.6/10
A

AccessiJeux

6.6/10
V

Vintage Paparazzi - It is a news site that aims to reach today's people with the original news published by many celebrities who have achieved fame from the past to the present.

6.6/10
G

GPToday.net

6.6/10
L

Lockme

6.6/10
N

Nicecnc

6.6/10
O

OpenAnesthesia

6.6/10
K

KL Auto Glass Services

6.6/10
F

Feasycom

6.6/10
B

Baku Shipyard LLC

6.6/10
S

Speaker Box Lite

6.6/10
C

ChinaHobbyLine

6.6/10
N

NFC Systems

6.6/10
G

Gallery Aaldering

6.6/10
V

Votre assurance en Espagne avec Inov Expat

6.6/10
S

SAMARIA LEAH

6.6/10
L

Level 99 Store

6.6/10
G

Gage Beasley

6.6/10
S

SP5DER

6.6/10
R

Raza Gems LLC

6.6/10
D

DuMarko

6.6/10
F

Forklifts and lift trucks for warehouses

6.6/10
T

The world of Teoalida

6.6/10
B

Brown Toy Box

6.6/10
T

Techreleased - Technology Newspaper |

6.6/10
I

ITS Rio

6.6/10
J

japan-select

6.6/10
D

Deco Cuir

6.6/10
L

La cuisine de Bernard

6.6/10
D

Deutsche Leasing

6.6/10
ธ

ธัญวลัย

6.6/10
E

Expert Insurance Reviews » Insurance Company Reviews, Ratings and Complaints

6.6/10
A

AUTOID®

6.6/10
M

Maker Rx

6.6/10
M

Menudos Corazones

6.6/10
E

EDANA

6.6/10
A

All automotive fuse box diagrams in one place

6.6/10
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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 3.7/10 means for automotive brands

The average Automotive brand we've scored sits at 3.7/10. 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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