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.

735,719
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,719 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,800
Needs Work4-5
53%
388,167
Not Discoverable0-3
42%
309,617

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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735,719 brands scored - page 7345 of 7,358

F

Fourth Arrow Trucking and Logistics, Inc.

0.7/10
H

Hi

0.7/10
G

Global Logistics

0.7/10
G

General_RK

0.7/10
G

GREENING

0.7/10
I

Importaciones Fejoma β€” Repuestos Marinos, Agroforestales y Maquinaria Pesada

0.7/10
P

Prestige Golf Cars

0.7/10
F

Field Pivot Inc.

0.7/10
H

Home

0.7/10
K

knowcoengineering

0.7/10
K

KRUSE TOOL & DIE

0.7/10
H

Home

0.7/10
A

Additional Cars Limited

0.7/10
L

Luna Liang β€” Portfolio

0.7/10
I

index

0.7/10
M

Midnight Sun Lighting Co.

0.7/10
H

Home

0.7/10
O

Ocean View Detailing

0.7/10
N

New JOY International Inc. USA

0.7/10
N

nkyautoparts

0.7/10
M

motoshondasanjosedelguaviare.com

0.7/10
东

δΈœθŽžεΈ‚ε“ι‚¦η²Ύε―†εΌΉη°§ζœ‰ι™ε…¬εΈ

0.7/10
P

Palace Logistics Group

0.7/10
A

Additional Cars Limited

0.7/10
A

Additional Cars Limited

0.7/10
F

Filipinocars.com

0.7/10
F

Filipinocars.com

0.7/10
R

Remolques Estrella del Norte β€” Remolques, Food Trucks y Cajas Secas en Guadalajara

0.7/10
K

Katie Lewis

0.7/10
P

Penrose Auto Salvage

0.7/10
Q

Qmc.net Home

0.7/10
R

Replace My Keyz

0.7/10
N

National Payment Card

0.7/10
N

National Payment Card

0.7/10
R

RNK Auto Engineering β€” Advanced Diagnostics & Repairs in Amchit, Lebanon

0.7/10
R

revelforsale

0.7/10
P

Pro Shine Mobile Auto Detailing

0.7/10
V

Village 10 Auto, Hwy 10 Towing, Marathon Gas

0.7/10
S

SalΓ³n Moles

0.7/10
S

Sturgis Glass, LLC

0.7/10
T

Tolmachoff Mechanical

0.7/10
T

The Verandah

0.7/10
H

Home

0.7/10
U

unitedspringfield

0.7/10
W

Weinmann Investments

0.7/10
H

Home

0.7/10
V

Vital Tree Care

0.7/10
A

Auto & Home Insurance <meta name="description" content="Derek Eastman State Farm agency offers auto and home insurance across Illinois, Indiana, Iowa, Wisconsin, and Missouri. Get a free quote tod

0.7/10
W

Walkers Fleet Service β€” Website Inactive

0.7/10
T

twodogsauto

0.7/10
V

Vince's Mountain

0.7/10
F

FastLane Motor Fuels

0.7/10
A

Additional Cars Limited

0.7/10
Z

Zucarelli Auto Repair β€” Mobile Auto Repair

0.7/10
.

..:: WTU LEONES MEXICALI BC ::...

0.7/10
9

937lincoln

0.7/10
F

FastLane Motor Fuels

0.7/10
2

24/7 Fresno Towing Services

0.7/10
H

Hahn Custom Carpentry

0.7/10
P

Pug Ranch Picture Cars

0.7/10
S

Schroff Development Corporation Home Page

0.7/10
A

Auto Repair by Walter

0.7/10
I

InΓ­cio

0.7/10
T

Tony Williams Car Service in Pittsburgh, Pennsylvania. Ground transportation. 412

0.7/10
N

New Jersey Auto Credit Store

0.7/10
J

Juan Lawn Care All in One

0.7/10
M

Mobile PC Services

0.7/10
L

LOSK AND COMPANY REAL ESTATE, INC.

0.7/10
M

motorcycleshirts.com is for sale or co

0.7/10
W

Welcome to my Website!

0.7/10
N

Nu Spirit Compassionate Care Β· Residential Care Home in Austin, TX

0.7/10
S

Skimotor

0.7/10
S

Skimotor

0.7/10
U

Upper Canada Composites

0.7/10
J

JA Aftermarket

0.7/10
J

JA Aftermarket

0.7/10
H

Home

0.7/10
V

Vivint

0.7/10
T

Tony Williams Car Service in Pittsburgh, Pennsylvania. Ground transportation. 412

0.7/10
T

Taco Stands Near Me

0.7/10
S

Skimotor

0.7/10
F

FCRA

0.7/10
J

Jastrub Inc.

0.6/10
N

North Star Construction Corporation

0.6/10
M

mufflermagicaz.com

0.6/10
A

Abanto Corp. Pagina principal

0.6/10
P

PlaceHolder for robtruck.com

0.6/10
P

PICOLLC

0.6/10
L

lebaron & carroll mortgage & financial

0.6/10
M

macdock.com

0.6/10
I

intro

0.6/10
O

OhhCars.com

0.6/10
B

budgetsellscars.com

0.6/10
E

eJob OpportunityJob Bits

0.6/10
A

AutoSI Inc.

0.6/10
W

Website Not Available

0.6/10
M

Moe Farms Trucking, Inc

0.6/10
K

kostalas

0.6/10
U

Unity Life Coaching, Spiritual Guidance & Direction, Energy Coach

0.6/10
I

IDEMSA

0.6/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands β†’

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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