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.

37,669
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 37,669 Automotive Brands

AI-Ready8-10
<1%
176
Getting There6-7
19%
7,202
Needs Work4-5
64%
23,920
Not Discoverable0-3
17%
6,371

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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37,669 brands scored - page 30 of 377

I

Ituran

6/10
A

Autosled - The Modern Digital Transportation Network

6/10
O

Open Roads

6/10
A

Agencia SEO

6/10
F

Falco eMotors Inc.

6/10
M

MHD Tuning

6/10
A

Asiczen Technologies

6/10
A

American Crane & Equipment Corporation

6/10
W

Westwood Honda

6/10
T

Tyres Luton

6/10
T

Tyres Dudley

6/10
D

Drive K&B

6/10
C

COOP by Ryder

6/10
*

**::Pleno Louvor::**

6/10
T

Tata Place

6/10
A

AstroHologia ediciones

6/10
F

Fixed Route & Paratransit Services

6/10
A

ACE

6/10
W

WayToMe

6/10
S

Seib Insurance & Reinsurance

6/10
C

Cones App

6/10
C

Crossroads Helpline

6/10
B

Baggys

6/10
C

CNN Brasil

6/10
B

Belacar

6/10
B

Belabi

6/10
B

Beurer Argentina

6/10
B

Beyond

6/10
B

Beyond

6/10
G

GLACIER45 DISTILLERY

6/10
M

Movly

6/10
E

Enigma Tech

6/10
C

Compare 2026 New Car Prices, Specs & Ratings | CarGhor

6/10
B

Bodelo – Tienda Mayorista

6/10
C

Canada Driving License

6/10
B

Bonga bikinis

6/10
B

Bragado es Noticia

6/10
A

Auto Wreckers in Melbourne, Geelong & Dandenong

6/10
I

Insurdinary

6/10
L

Le Club Des Amateurs de Vins Exquis Cavesa.ch

6/10
C

CAMILA MERCO

6/10
C

CARDON | Tienda Online

6/10
P

Powandgo

6/10
Z

Zaluti B.V. | Professionals in scent marketing

6/10
C

Catalûffa Muebles

6/10
O

Oona Insurance Philippines: Your Trusted Coverage Provider

6/10
S

Spiky Community

6/10
M

Madison Credit Union – Community-Focused, Member-Driven

6/10
C

Craftguide

6/10
A

Academia de inglés Online, con preparación exámenes de Cambridge

6/10
C

Create Free Digital Business Cards

6/10
C

Clean Getaway | Edmonton & Spruce Grove's Go-To Car Wash

6/10
D

Dental Speed

6/10
U

UTFCU

6/10
R

Roma Electro

6/10
M

MyBar®

6/10
C

Coccole

6/10
M

Mines

6/10
C

COCONUT

6/10
C

Cocuk

6/10
C

Código Plural

6/10
F

FERRETERIA COLUS

6/10
N

Naujausi KETBILIETAI testai

6/10
I

IQ Car Wash

6/10
C

CORE CAR

6/10
W

Wilton Recycling

6/10
O

OvinApp

6/10
A

Again

6/10
C

CortinasMazzeo

6/10
C

CORTINAS NERMEN

6/10
C

Coccole

6/10
T

TrackGPS

6/10
P

Plinko

6/10
A

Au Pair en Estados Unidos desde Argentina

6/10
A

Alcoyinnova

6/10
C

Cata Black Car | Black Car Service in Miami Florida

6/10
H

HandsomeCabs Lincoln

6/10
D

db jewellery

6/10
H

HQ Racing

6/10
A

aepspieces

6/10
D

Diario San Rafael

6/10
L

Laundry

6/10
D

DIONISIO DÍAZ NEUMÁTICOS | Tienda Online

6/10
E

EZ-Suite

6/10
D

DodaBeauty

6/10
E

EQ Systems

6/10
M

Modab

6/10
C

chargeMOD

6/10
G

GPS Pelacak Kendaraan –

6/10
P

Piritiz

6/10
D

DS Forma

6/10
C

Contadoras de Billetes, clasificadoras de billetes y Equipamiento Financiero | D.T.KTOR

6/10
R

RomanceCristao.com

6/10
D

Dulce Hogar Kids

6/10
T

Trebere

6/10
S

Streaming HD

6/10
M

Mediterráneo

6/10
A

Auctions Eau Claire, WI

6/10
N

Net Coatings S.r.l.

6/10
M

Mobits

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 4.6/10 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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