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.

37,563
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 37,563 Automotive Brands

AI-Ready8-10
<1%
175
Getting There6-7
19%
7,169
Needs Work4-5
64%
23,857
Not Discoverable0-3
17%
6,362

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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37,563 brands scored - page 20 of 376

M

Mobile Mechanics of Oklahoma City

7/10
M

Mobile Mechanic Pros Of Las Vegas

7/10
L

Lucy168 ศูนย์รวมสล็อต คาสิโน บาคาร่า สมัครฟรี โบนัสแตก

7/10
S

SULTAN178

7/10
M

Maun

7/10
N

Navigator Inflatable Boats

7/10
M

MotorTrend

7/10
G

Ginger Meek Allen

7/10
M

Mobile Mechanic Of Phoenix

7/10
M

Mobile Mechanic Of San Jose

7/10
A

Asic North

7/10
I

IndoorMedia

7/10
C

Casinos sin licencia

7/10
L

Lee County Tax Collector

7/10
W

Window Tinting | Southern Reflexions | Ringgold, GA Two black chevrons pointing to the right.Double right

7/10
I

Instant Famous - Grow Your Social Presence Today

7/10
H

HairBro

7/10
P

POKECUAN88

7/10
L

Lunagirl

7/10
S

Second City Livery Service

7/10
T

True X Automall - Sale, Buy or Exchange, With Assurance

7/10
S

SIIB "Aldo Moro"

7/10
D

DPV transportation

7/10
V

Veteran Garage Door Repair / Same Day Service

7/10
L

LOOP: Car Insurance That DRIVES GOOD

7/10
M

Magnum Bikes Online

7/10
K

KURSI4D

7/10
K

Kooks Headers

7/10
B

BETA138

7/10
S

SKATIE

7/10
M

MC Carpinteria de Puertas

7/10
D

Drop Stop LLC

7/10
G

Gomez Trial Attorneys

7/10
5

5 Star Car Title Loans

7/10
N

Non Emergency Medical Transportation

7/10
B

Branddu

7/10
S

Star brite Distributing, LLC

7/10
G

Gierschgroup

6/10
E

Evanhcpa

6/10
C

Chiroduo

6/10
N

Nectarsleep

6/10
R

Rovnerco

6/10
R

Revpartners

6/10
E

Everydayafs

6/10
A

Alhuber

6/10
P

Perspektiiv

6/10
W

Worldwidecyclery

6/10
T

Tucins

6/10
B

Brunocasiano

6/10
C

Cartodb

6/10
S

Skadden

6/10
C

Classicagencies

6/10
T

Thesmilist

6/10
C

Cccleanindiana

6/10
O

Opi

6/10
B

Bangbangforever

6/10
R

Reverealtors

6/10
H

Hankypanky

6/10
G

Greasecar

6/10
J

Justcallimpact

6/10
P

Platinumdentalservices

6/10
A

Aeroe

6/10
F

Fastsigns

6/10
S

Satelliteindustries

6/10
F

Fyinstitute

6/10
I

Ignitevisibility

6/10
P

Priestlakevet

6/10
H

Homelightboston

6/10
D

Dhc

6/10
S

Sunglassville

6/10
B

Bakefromscratch

6/10
C

Callcarpenter

6/10
E

Epb

6/10
S

Serviceautopilot

6/10
V

Velomine

6/10
E

Eventdex

6/10
S

Satxdentalgroup

6/10
S

Smilestructure

6/10
H

Hexarmor

6/10
W

Wpcode

6/10
O

Owletcare

6/10
V

Vacuvin

6/10
J

Joggles

6/10
O

Odiario

6/10
W

Walmartmoneycard

6/10
C

Clevelandsmilecenter

6/10
S

Sevenseaswebdesign

6/10
C

Californiaclosets

6/10
P

Papemachinery

6/10
C

Clevelandsmiles

6/10
S

Share Now

6/10
M

Mccabeservicegroup

6/10
W

Wordy

6/10
P

Planet Trucks

6/10
C

Californiapsychics

6/10
N

nottnuit

6/10
S

shearpolice

6/10
M

Macarthurplace

6/10
M

mirosol

6/10
S

sundayfibreco

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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