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.

320,303
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,303 Automotive Brands

AI-Ready8-10
<1%
80
Getting There6-7
6%
20,716
Needs Work4-5
61%
193,907
Not Discoverable0-3
33%
105,600

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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320,303 brands scored - page 88 of 3,204

K

Karma Automotive |

6.1/10
O

OG Racing

6.1/10
C

Commercial Trucks, Buses, Engines & Parts

6.1/10
V

Venture Mfg.Co.

6.1/10
S

Strictly Sail & Kayak

6.1/10
H

Home

6.1/10
C

Cellulose Solutions for Environmentally

6.1/10
D

Digital Baltoro

6.1/10
C

CARFAB

6.1/10
W

Wiese

6.1/10
T

TEC Equipment

6.1/10
O

Old World Industries homepage

6.1/10
T

TriboTEX

6.1/10
L

Lentech, Inc.

6.1/10
E

Electrical and Electronic Connectors

6.1/10
B

Big Joe Handling Systems

6.1/10
N

North Hollywood Toyota

6.1/10
H

hkequipment

6.1/10
N

New & Pre

6.1/10
H

Hermit Island Campground

6.1/10
P

Prescott Honda

6.1/10
S

Saifee Signs & Graphics

6.1/10
N

New & Pre

6.1/10
U

Used Cars

6.1/10
M

Montu Motors

6.1/10
A

AFS2025

6.1/10
E

Environmental Solutions & Innovations, Inc.

6.1/10
G

Gary Crossley Ford

6.1/10
B

Buick, GMC Dealership in Bowling Green KY

6.1/10
D

DK Bicycles

6.1/10
R

Rosenthal Acura

6.1/10
T

THE EXPERTS IN PASSIVE FIRE PROTECTION & HIGH

6.1/10
M

Middletown Nissan

6.1/10
T

TRW

6.1/10
B

Big Sky Aviation | Superior Commercial & Corporate Aircraft Maintenance

6.1/10
D

Dixie Auto Salvage

6.1/10
J

JMI Limousine Portland Limo Service

6.1/10
C

Cruiser Corps

6.1/10
F

Florida Automobile Dealers Association - Serving Florida's New Car Dealers For Over 100 Years

6.1/10
L

Luck Chevrolet of ASHLAND VA

6.1/10
G

Gocycle

6.1/10
C

Central Analysis Bureau - By Fusable

6.1/10
M

mjfoleyco

6.1/10
W

WOSH - Carwash Evolved

6.1/10
V

Valew

6.1/10
P

Priority Toyota Springfield

6.1/10
G

GamersFirst: Free To Play Multiplayer Online Games, Action Based MMOTPS, Post

6.1/10
N

Nicholasville Chevrolet Dealer in Nicholasville KY

6.1/10
F

febi

6.1/10
M

Mercedes-certified_autobody_twins-collision

6.1/10
H

HOTCHKIS SPORT SUSPENSION

6.1/10
A

Appraisal Engine Inc

6.1/10
A

Auto Repair & Tire Shop in Stillwater, MN & Hudson, WI

6.1/10
A

automotivebusinessguide.com

6.1/10
H

Heininger

6.1/10
E

Elclasificadomx.com

6.1/10
M

Matt Blatt Mitsubishi

6.1/10
I

Ironhorse Trailers - The best most aerodynamic, made in the USA motorcycle and toy hauling trailers.

6.1/10
T

The FJ Company

6.1/10
S

Schoonover Auto Body

6.1/10
R

RealWheels

6.1/10
A

apasof

6.1/10
H

Hyundai Dealership in Olathe KS

6.1/10
N

Nissan Dealership in El PASO TX

6.1/10
W

www.donwhites.com

6.1/10
M

Mexican Insurance

6.1/10
P

Periódico Digital Centroamericano y del Caribe

6.1/10
P

Parkflyers RC

6.1/10
M

MasterLube

6.1/10
N

New & Used Cars

6.1/10
A

Auto Repair & Tire Services

6.1/10
A

askMID

6.1/10
T

The Old Motor

6.1/10
A

Auto Repair & Tires in NY & NJ

6.1/10
S

STP® US

6.1/10
D

Design Engineering Inc.

6.1/10
M

Mobile Auto Detailing KC

6.1/10
B

Beardsley Automotive

6.1/10
F

FUEL

6.1/10
K

Kremer Services - Auto, Truck, Trailer, Bus & RV

6.1/10
C

Certified Auto Body Repair

6.1/10
S

Sea Foam

6.1/10
Z

Zip Locksmith

6.1/10
T

Teknorot

6.1/10
E

Elder Mitsubishi

6.1/10
S

ScriptsBundle

6.1/10
S

SkyRC

6.1/10
W

West Palm Beach Cadillac Dealer in West Palm Beach FL

6.1/10
P

Prime Limo & Car Service | Limo Service Dallas - Fort Worth

6.1/10
ب

بروميدياز

6.1/10
M

MADISON AVENUE ARMOR

6.1/10
F

Free Building Plans and Fun Projects

6.1/10
T

Titan Motorsports

6.1/10
O

Outback Toys

6.1/10
K

Kooy Brothers Lawn Equipment

6.1/10
A

Access Locks

6.1/10
M

MB Medic

6.1/10
[

[atc] Auto Center | Trusted Auto Repair in Augusta, GA and Grovetown, GA

6.1/10
H

Holt Ag Solutions

6.1/10
N

NavSav

6.1/10
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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 4.0/10 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.

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