AI Scores / Automotive

Automotive AI Scores
Score Your Brand Free
🚗

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.

320,041
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,041 Automotive Brands

AI-Ready8-10
<1%
84
Getting There6-7
7%
21,415
Needs Work4-5
62%
198,073
Not Discoverable0-3
31%
100,469

Only <1% of automotive brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

Score your brand free

320,041 brands scored - page 3163 of 3,201

A

Auto Repair Chicago

1.8/10
K

kerrvillelimo

1.8/10
L

Lakeshire Shelties

1.8/10
R

Rami Numara

1.8/10
S

SUPERIOR SOUND

1.8/10
S

SCRAP THAT CRAP

1.8/10
E

EASYCAR AUTO GROUP

1.8/10
C

Centennial Tools & Services

1.8/10
A

AutoGrade Garage

1.8/10
A

AUTOMOTORES DEL PACIFICO S. A. "AUTOLLEGASA"

1.8/10
S

Superior Sound

1.8/10
A

AP Mobile Detailing

1.8/10
A

AutoInvestigator

1.8/10
M

Manitowoc Cranes, Manitowoc Crane, Offering a Full Line Of Manitowoc Cranes, Parts, Sales, Service and Repairs.

1.8/10
F

Fusion Auto & Glass Inc.

1.8/10
H

Home

1.8/10
S

Skid Auto LLC

1.8/10
M

Max Tech Packaging

1.8/10
W

Welcome

1.8/10
P

Paul's Auto Body & Paint

1.8/10
H

Home

1.8/10
W

Wizard of Oz Properties

1.8/10
M

Matix Illustration and design

1.8/10
A

Airtruck.com

1.8/10
P

Paragon Auto Repair

1.8/10
A

Aviarms

1.8/10
H

Home

1.8/10
I

IAE

1.8/10
M

M.C. Garage

1.8/10
M

MOTHERS PERFORMANCE PRODUCTS

1.8/10
T

Third Street Storage

1.8/10
T

The Wheel Deal

1.8/10
P

Parkdale Graphic Services: Printing Press Parts for Heidelberg/Harris, Hamilton, Stevens, Goss, KBA, MAN Roland

1.8/10
H

HME Inc

1.8/10
H

Home

1.8/10
M

Montrose Ravenswood Currency Exchange Chicago IL

1.8/10
P

Printing Solutions in Marion, IL

1.8/10
P

Printer Solutions

1.8/10
T

TIC LOGISTICS

1.8/10
D

David Wiseman Digital Marketing

1.8/10
N

National Cranes, National Crane, Offering a Full Line Of National Cranes, Parts, Sales, Service and Repairs.

1.8/10
D

DELOS DEVELOPMENT

1.8/10
D

Dings Out Right | Auto Body Repair Reston VA | Virginia | Paintless Dent Repair | Paintless Dent Removal | Collision Repair | Auto Body Paint | Classic Car Restoration

1.8/10
A

A

1.8/10
C

Church Bus Supply

1.8/10
C

Consumers Tire Durham

1.8/10
:

::: SPACE DEFENSE SYSTEM

1.8/10
1

1477 Auto Car Care

1.8/10
5

530 Truck Smog

1.8/10
A

Aluminum Outdoor Railing

1.8/10
A

Apex Mobile Fleet Az

1.8/10
A

AUTOPORT USA LLC

1.8/10
U

Used Car Dealer Nashville, TN

1.8/10
M

My Website

1.8/10
A

AY Detailing

1.8/10
H

Home

1.8/10
C

Creative Marketing and Publishing, Inc.

1.8/10
W

What We Do

1.8/10
U

Used Car Dealer Lewisburg, TN

1.8/10
D

dctoytrucks

1.8/10
F

FAS transport

1.8/10
G

Gateway Community Alliance

1.8/10
H

Higdon Enterprises & Excavating Ltd

1.8/10
H

Hondolimo

1.8/10
H

Honest Garage Doors

1.8/10
C

Chapman Horsham

1.8/10
U

Used Car Dealer Hermitage, TN

1.8/10
A

AT&T Long Lines

1.8/10
A

AT&T Long Lines

1.8/10
A

AT&T Long Lines

1.8/10
M

MEGA ELITE AUTO LLC

1.8/10
K

King Specialty Vehicles

1.8/10
J

J and S Auto Repair

1.8/10
S

Sunrise Automotive

1.8/10
S

Steel Tread Pivot Irrigation Wheels

1.8/10
T

Truck Tire Guys

1.8/10
T

Toscana & Top Gear Auto Groups

1.8/10
T

TRIPLE L AUTOMOTIVE

1.8/10
T

Transmission Garage Xpress

1.8/10
S

Sandblasting Solution

1.8/10
U

Used Car Dealer Bell Buckle, TN

1.8/10
X

Xtended Auto

1.8/10
C

Carsforsale.com

1.8/10
M

Mike's Garage Sale

1.8/10
B

Boyd's Automotive Inc. (Antique Car Restoration)

1.8/10
C

corpuschristilimousines

1.8/10
W

West End Equipment Sales 13129 Hwy 290 West Burton, Tx 77835 979

1.8/10
C

Carsforsale.com

1.8/10
B

Bumper Jet

1.8/10
H

Home page

1.8/10
M

Moon Motors -

1.8/10
E

EmeraldAngelStudio

1.8/10
P

pregnancycheckup

1.8/10
C

Carsforsale.com

1.8/10
K

kandwmobilerepair.com

1.8/10
A

About

1.8/10
S

sdfishing

1.8/10
C

citylineautomotive

1.8/10
V

VEGGIES' VEGGIES

1.8/10
A

A1 Marine

1.8/10
Previous
1...3,1613,1623,1633,1643,165...3,201
Next
Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands →

What an AEO score of 4.0/10 means for automotive brands

The average Automotive brand we've scored sits at 4.0/10. 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.

Automotive AI visibility by city

New York CityLos AngelesChicagoHoustonPhoenixPhiladelphiaSan AntonioSan DiegoDallasSan JoseAustinJacksonvilleSan FranciscoColumbusCharlotteIndianapolis

Browse by industry

💻 Tech & SaaS🛍️ Ecommerce & Retail🍽️ Food & Beverage💪 Health & Wellness💅 Beauty👗 Fashion & ApparelAll brands →