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.

735,765
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,765 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,802
Needs Work4-5
53%
388,195
Not Discoverable0-3
42%
309,633

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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735,765 brands scored - page 7331 of 7,358

N

North Bay Hyundai

0.9/10
G

Growin Roots

0.9/10
G

GPCE

0.9/10
T

Tracy Honda

0.9/10
H

HUNT 777

0.9/10
H

Hidraulicos del Perú

0.9/10
U

Used Trucks in Huntsville AL

0.9/10
U

Used Trucks in Huntsville AL

0.9/10
U

Used Trucks in Huntsville AL

0.9/10
F

FutureDynasty

0.9/10
G

Global Insurance Agency Inc

0.9/10
I

Ivan Baselice

0.9/10
H

Home

0.9/10
J

JSJ Automotive and Performance: Home

0.9/10
K

Keep Doing LLC

0.9/10
I

Ian & Georgia

0.9/10
K

KRSigns.com

0.9/10
K

kymberceleste

0.9/10
L

LEOSat Inc

0.9/10
L

lrovo

0.9/10
I

Index.htm

0.9/10
M

Manufacturers Authorized Collision Centers

0.9/10
M

MF Trucking Company

0.9/10
M

MOTOCOL GROUP

0.9/10
M

Mercedes

0.9/10
M

Mikolon Brothers Construction

0.9/10
B

Belle Plaine Motorsports

0.9/10
M

Maverick Harley

0.9/10
M

Mobile Auto Hoses

0.9/10
M

MotorUp America

0.9/10
N

Neighbor Care Home Health

0.9/10
G

Glen Burnie Motorsports

0.9/10
M

M & B's Foreign Car Repair HOME New Orleans

0.9/10
I

Indian® Motorcycle of Knoxville

0.9/10
N

Netta's Safe Haven LLC

0.9/10
E

Extreme Propulsion

0.9/10
N

Northeast Georgia Motorsports

0.9/10
N

notairemontreal.com

0.9/10
M

Montana Junk Haulers

0.9/10
N

nowudrive

0.9/10
R

Rohit Yelamanchili Writes

0.9/10
M

Marcus Mackell Site

0.9/10
P

Pampa Corp.

0.9/10
N

nancy brenden writer

0.9/10
O

OMP Specialties, Inc

0.9/10
C

CountyJail

0.9/10
S

Shiaron Climaco

0.9/10
I

index

0.9/10
P

Parliamentary Solutions

0.9/10
N

North Bay Nissan

0.9/10
W

Welcome to our homepage!

0.9/10
T

Towing Hatfield, PA 19440

0.9/10
S

Sumerduck Dragway VA.

0.9/10
P

PAUL MATTHEW MICHAEL MILLER

0.9/10
C

Coming Soon

0.9/10
R

RAISE THE STANDARD TRUCKING LLC — Freight & Logistics

0.9/10
R

Route 119 Auto Body

0.9/10
R

RG Worldwide LLC

0.9/10
R

Revival Autocraft

0.9/10
S

Sarasota GEM Cars

0.9/10
S

Sarasota Sparkle Clean

0.9/10
R

RESYSTA

0.9/10
R

RMS TODO CAR

0.9/10
S

signsbyautographics

0.9/10
S

Spire Precision Manufacturing Inc.

0.9/10
S

Standard Trucking LLC - Reliable Freight Services | Professional Trucking Company

0.9/10
S

StableUP Co

0.9/10
J

Jeff Showler

0.9/10
Z

Zeke Carl

0.9/10
S

Swickard Acura of Thousand Oaks

0.9/10
T

Tekla Meladze

0.9/10
U

US Online Auto, LLC Independent

0.9/10
B

Baseline

0.9/10
C

ConnerKutchey LLLP · Right Choice Law

0.9/10
C

ConnerKutchey LLLP · Right Choice Law

0.9/10
W

Wholesale Tire Distributor USA | VeloMonsta Tire USA Inc.

0.9/10
V

Verity Auto Dealership LLC

0.9/10
V

Valet Auto Leasing — Your personal car valet.

0.9/10
U

ubieratowing

0.9/10
W

Wheatland Tires

0.9/10
W

We Buy Kaleidoscopes!

0.9/10
Y

Yansky Auto Home

0.9/10
W

Wood Works Carpentry

0.9/10
H

Home

0.9/10
M

Merlin Auto Club

0.9/10
Y

Yahoo Search

0.9/10
A

Auto Ally LLC — Coming Soon

0.9/10
W

What's Wrong With Your Car?

0.9/10
W

Wilmington Auto Center CDJR

0.9/10
B

Billion Auto Toyota of Clinton

0.9/10
F

firstgaragedoorindy

0.9/10
C

Coming Soon

0.9/10
P

Photo Height

0.9/10
F

Forest Hills Insurance

0.9/10
P

Providing Expert Architectural S

0.9/10
H

HOME

0.9/10
A

About us

0.9/10
H

HOME

0.9/10
A

Adrenaline Mountain

0.9/10
A

Adrenaline Mountain

0.9/10
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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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