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.

735,697
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,697 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,781
Needs Work4-5
53%
388,121
Not Discoverable0-3
42%
309,660

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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735,697 brands scored - page 7311 of 7,357

S

Scripps Poway Eye Care

1.1/10
V

Vestal Eye Care Associates

1.1/10
U

Untitled Document

1.1/10
H

Home

1.1/10
E

EVERGREEN EYE CARE

1.1/10
E

EYE CARE ASSOCIATES OF WY

1.1/10
P

Progressive Eye Care

1.1/10
H

Home Page

1.1/10
L

LightPolesUSA

1.1/10
T

TAMUSLOT

1.1/10
M

MARES

1.1/10
S

Signature Eye Care at The Galleria

1.1/10
C

Coming Soon Straight Up Services

1.1/10
F

FO

1.1/10
R

Rob Windsor's Homepage (his hotlist)

1.1/10
E

Expert Auto

1.1/10
C

Clark Locksmith๏ฟฝs Venice CA

1.1/10
A

Autosound and Security

1.1/10
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1.1/10
3

3-6trucking

1.1/10
4

42161 Patuxent Drive

1.1/10
F

Four Oaks Garage

1.1/10
8

808aandsservicesllc

1.1/10
F

Fotostudija aperture.lt

1.1/10
A

artefino

1.1/10
A

AUTOPORT USA LLC

1.1/10
B

Bolivar Auto Parts

1.1/10
C

ceroev

1.1/10
W

WWW.COMERCIAL

1.1/10
C

Custom Carbon Filter

1.1/10
D

Dan Rathbone

1.1/10
D

Done Right Auto

1.1/10
F

Flash Auto Glass LLC

1.1/10
G

Geico Discount

1.1/10
H

Hennig Auto Parts

1.1/10
M

My Website

1.1/10
H

Home

1.1/10
A

app development

1.1/10
M

Ms. Sakita K. Martin

1.1/10
M

Mach Cargo Logistica y Servicios

1.1/10
C

Continental IPP

1.1/10
B

Brian Cundy 765.617.9854

1.1/10
M

Morning Star Family Child Care

1.1/10
C

Coming Soon -

1.1/10
A

Action Motorsports, Inc.

1.1/10
N

normalalbertocarreratorres

1.1/10
J

JD&F Automotive

1.1/10
P

Papa Jโ€™s Paint & Body

1.1/10
Z

Zenfolio | RAY'S PHOTOGRAPHS

1.1/10
I

Insurance Agency

1.1/10
R

ROFASA Importaciones y exportaciones, venta y distribucion de rodamientos de las marcas mas reconocidas del mundo en el ramo industrial y automotriz

1.1/10
M

Ms. Sakita K. Martin

1.1/10
L

Lux Auto Lab Window Tinting

1.1/10
3

3993 Whiting Street

1.1/10
S

Srtslaperla

1.1/10
J

Jagcustom Smoke Shop

1.1/10
A

Andy Block's Home Page

1.1/10
T

thebrandonwang

1.1/10
V

VENTA DE CARROS COLOMBIA

1.1/10
T

The Story Room 200 West Main Street Suite A Elida, OH 45807

1.1/10
T

Thermal Charge Heat Transfer Fluid Thermal Chargeยฎ Heat Transfer Fluid

1.1/10
H

Home

1.1/10
M

Miguel Lawn Services

1.1/10
E

Escobar AutoGlass

1.1/10
N

Nova Yard Cards

1.1/10
B

Boca Tech Auto Center

1.1/10
C

Chop Shop Replicas

1.1/10
A

Agarra4

1.1/10
R

Refacciones

1.1/10
A

AIDIN CARRAZANA PAU

1.1/10
I

Interideas

1.1/10
E

E

1.1/10
C

CASA DE CADILLAC BUICK GMC SHERMAN OAKS

1.1/10
D

Diamond Mazda

1.1/10
H

Home

1.1/10
S

Swickard Cadillac Buick GMC of Thousand Oaks

1.1/10
C

CC Insurance Services LLC

1.1/10
M

Motorcycle

1.1/10
E

ELDER CARE SAVVY

1.1/10
P

Please Select a Website

1.1/10
L

Landing Page

1.1/10
M

My Digital Business Card

1.1/10
C

C/Z'S Trucking llc

1.1/10
X

X M L Frameworks.com

1.1/10
G

Gary Johnson Mechanical Designs [GJMD]

1.1/10
T

Two Tails LLC

1.1/10
L

L & Y Towing and Truck LLC

1.1/10
C

Caravan 2023

1.1/10
C

Coming Soon

1.1/10
S

spauldingins

1.1/10
D

Do

1.1/10
H

HinoNet

1.1/10
S

secureretirenet

1.1/10
S

Salmon Bay Barge Line

1.1/10
T

Trash Panda Automotive

1.1/10
H

HinoNet

1.1/10
H

Home

1.1/10
H

HinoNet

1.1/10
D

Della Valle Photography

1.1/10
D

Don's Mini Storage

1.1/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands โ†’

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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