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.

319,949
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,949 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
20,840
Needs Work4-5
61%
194,915
Not Discoverable0-3
33%
104,112

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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319,949 brands scored - page 3180 of 3,200

T

The Pine Valley Group

1.5/10
P

Piezas Ford PR : Ford Parts Puerto Rico : Piezas Ford Puerto Rico

1.5/10
B

Bayside Chrysler Dodge Jeep RAM Annapolis

1.5/10
B

Bayside Chrysler Dodge Jeep Ram of King George

1.5/10
P

Phototography & CG

1.5/10
L

lynn4logisticscarriers

1.5/10
T

Tire Storage Logistics

1.5/10
R

rls-carriers

1.5/10
T

Tison Transport LLC

1.5/10
T

The focus of our efforts relate to DoDs use of the electromagnetic spectrum with a focus on unmanned aerial vehicles, Technomoly Providers Home

1.5/10
M

Motor Tech Diesel

1.5/10
O

OnSite South

1.5/10
A

AUTOWATCH

1.5/10
J

Jones Auto Group

1.5/10
S

Sovereign Lady Yacht

1.5/10
H

Home

1.5/10
T

TechTrade International Inc.

1.5/10
M

Most Affordable Used Car Dealer

1.5/10
W

Wood Motor Company Cookeville Home

1.5/10
C

Central 4wd Sacramento

1.5/10
T

txionboarding

1.5/10
H

Home

1.5/10
S

Secret Squirrel Garage

1.5/10
H

Home

1.5/10
R

rockymountaintruckservices.com

1.5/10
S

Swope Reconstruction

1.5/10
W

weerestowingservice

1.5/10
M

Mike's Auto Sales

1.5/10
Y

yakimasbestlogisticscarriers

1.5/10
Y

yakimavalleycarriers

1.5/10
Y

yourwayonboarding

1.5/10
U

uclcarriers

1.5/10
W

wcmi-carriers

1.5/10
X

XFILT FILTERS

1.5/10
G

George Body Shop · GBS Collision Center

1.5/10
S

Singh Truck & Trailer Repair

1.5/10
R

rentalsv

1.5/10
S

stonecargocarriersetup

1.5/10
D

Dillion Taylor Hauling

1.5/10
T

Two Jacks Cycle & Powersports

1.5/10
P

Payton Diesel Performance

1.5/10
P

Powder Coated Technologies

1.5/10
W

Welcome to Apex Manufacturing!

1.5/10
A

abslikenewimport.com

1.5/10
A

A

1.4/10
1

109 Auto Sales

1.4/10
D

Default page

1.4/10
D

Default View

1.4/10
D

Dream Makers Auto Brokers

1.4/10
(

(206)

1.4/10
H

Home

1.4/10
A

Aaron’s Automotive of Tifton

1.4/10
C

Cervantes Auto Sales

1.4/10
A

Abraham Casallas — Link in Bio

1.4/10
F

Fortune Fleet Solutions Inc

1.4/10
W

www.justinepierson.com

1.4/10
F

Foton Suriname

1.4/10
F

Four Wheels Auto

1.4/10
C

Chance Automotive Group LLC

1.4/10
J

J & W AUTO SALES

1.4/10
L

Lucky Ducky Car Wash

1.4/10
P

prestigemotorsofviera

1.4/10
V

VIP Auto Group, Inc

1.4/10
S

Special Finance

1.4/10
B

bonnettenterprises

1.4/10
C

Carsforsale.com

1.4/10
W

World's Best Car Dealership

1.4/10
S

Specialty Transformers

1.4/10
H

Home

1.4/10
E

Etune

1.4/10
A

acebrotherscollision.com

1.4/10
L

lr

1.4/10
P

Performance Pumping

1.4/10
S

Suncoast Auto Brokers Inc.

1.4/10
X

Xtreme Auto Motors, LLC.

1.4/10
H

Honest Engines Auto Sales & Service

1.4/10
S

Southeast Fleet Auto Sales, Inc.

1.4/10
C

Car Detailing Near Me in New York

1.4/10
W

Woodland Hills Auto Body and Paint, Inc. … Rated #1 by Consumer Business Review

1.4/10
H

Hathaway Collision Center :: Home

1.4/10
K

Kiwi Auto Sales

1.4/10
T

Team Autotech

1.4/10
H

Home

1.4/10
S

Susan Manero & Associates LLC

1.4/10
R

Real Time GPS Tracking System

1.4/10
A

Amani Motors

1.4/10
P

Pugh Aftermarket Solutions

1.4/10
C

Chuck’s Used Cars , LLC

1.4/10
R

Reaves Auto Sales

1.4/10
S

Shinwell

1.4/10
S

S&R Lawn Care

1.4/10
N

Nuevo Leon Tire Service

1.4/10
N

NICE GUYS CAR WASH

1.4/10
A

Auto Repair Albany NY

1.4/10
M

M & K Auto Sales

1.4/10
E

Egenbacher Business Forms

1.4/10
H

Home

1.4/10
C

Carsforsale.com

1.4/10
L

Longboard Technology — Coming Soon

1.4/10
C

Cazadero Suppy Auto Repair And Home Repair Supplies

1.4/10
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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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