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.

323,690
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 323,690 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,889
Needs Work4-5
63%
203,899
Not Discoverable0-3
30%
97,820

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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323,690 brands scored - page 165 of 3,237

R

RideNow Beach Blvd: Powersports Dealer in Jacksonville, FL

6/10
G

Garber Chevrolet Linwood®

6/10
W

Wright Bet Auto Body

6/10
T

The Little Capistran

6/10
W

Welborn Chrysler Dodge Jeep RAM in Cartersville, GA

6/10
A

Auto Upholstery | San Antonio Area | 210-240-9685 fabric iconwrenchpatchA black and white icon of a pen in a square on a white background.repair box iconcar seat icon

6/10
F

Ford Dealer in Denton, MD

6/10
M

Motor Components, LLC

6/10
S

Superior Automotive

6/10
D

Dabler Auto Body

6/10
T

T Sanchez Ltd

6/10
E

Eastbay Motorcars

6/10
G

German Auto Sport

6/10
H

Haddad Auto Detail

6/10
A

Anderson Kia

6/10
A

Auto Body Repairs Reseda, CA | Jebs United Collision Center A black and white icon of a tow truck with a crane attached to it.A black and white icon of a van on a white background.A silhouette of a car and a wrench on a white background.A group of people standing next to each other on a white background.A hand is holding a bag of money and a gear.A pair of ear buds icon on a white background.A black and white icon of a document with a shield and a check mark.A black and white icon of a person with stars coming out of his head.A black and white icon of a speech bubble on a white background.CloseClose

6/10
A

Anderson Buick GMC of Abingdon

6/10
B

Browncroft Garage | Tires & Automotive Repair | Rochester, NY Give us a callFind usServices iconarrow pointing downWinter tres offeredbattery replacement offeredwiper blades service offeredArrow pointing to financing and specials

6/10
R

R&R Conner Aviation

6/10
H

Holland Nissan Dealer in Holland MI

6/10
A

ABC Cab Co

6/10
C

Cleveland Power & Performance

6/10
R

R & N Motor Company

6/10
K

Kia Dealer in Lindon, UT

6/10
S

Security Camera Installation Orlando | ThirdEyeVision

6/10
N

New and Used CADILLAC, Chevrolet and Nissan Dealer Pawleys Island

6/10
W

Wilbert's Family Enterprises

6/10
O

O. K. Foundry

6/10
H

Hallada Auto Group

6/10
D

Dealer Assist Now

6/10
N

Naper Auto Works

6/10
C

Chevrolet Buick GMC Dealership Near Oklahoma City

6/10
L

Lake City Cycle

6/10
C

Chrysler Dodge Jeep Ram Dealer Sandusky OH

6/10
A

Albany Chrysler Center, Inc.

6/10
J

J&E Appraisal Services

6/10
N

Nathan-Ross Motors

6/10
D

David Corry CDJR

6/10
S

Sport Durst Hyundai

6/10
A

Auto Glass Atlanta LLC

6/10
L

Locksmith

6/10
J

Jeffrey's Automotive

6/10
O

Occoquan Harbour Marina

6/10
A

Auto Repair in Denver, CO - Importsports Location Icon

6/10
A

AutoNation Dealership in Katy, TX

6/10
N

New & Pre

6/10
T

Tom Guess Auto | Fort Worth, TX

6/10
C

Car Locksmiths Dallas

6/10
Z

Zeigler Subaru Kenosha

6/10
T

TOTO368

6/10
M

Morrie's Grand Ledge Ford

6/10
S

Subaru Dealer in Freehold, New Jersey

6/10
J

Jim Hardman Buick GMC

6/10
A

Auto Repair Shop

6/10
B

Buick GMC Dealership in Gilbert, AZ

6/10
C

C&P Fleet Services

6/10
D

Dunlap

6/10
C

Chevy Dealership in Jacksonville FL Near Arlington Orange Park Nocatee Palencia

6/10
N

New and Used Car Dealership Woodbridge, NJ

6/10
P

PALS Ocala Auto Repair

6/10
A

AutoNation Hyundai Hilton Head

6/10
T

Tipton's Dan Young Chevrolet

6/10
S

Stadium Auto Service |

6/10
N

New & Used Chevy At Middletown Chevrolet

6/10
S

Shrader Tire & Oil

6/10
R

Rome Preowned Auto Sales

6/10
P

Powersport Vehicles, ATVs and UTVs Arizona

6/10
A

Al Janosik Insurance Agency | TRUSTED SINCE 1955

6/10
G

Garber Chrysler Dodge Jeep Ram in Saginaw

6/10
T

Trustworthy Auto

6/10
V

Ventura Industrial

6/10
J

Jeff Wyler Honda Auto Mall: Honda Dealership in Louisville, KY

6/10
C

CSM Truck

6/10
3

360 Wraps

6/10
H

Hinsdale Automotive

6/10
W

Welcome to VonDerAu Ford

6/10
N

New and Pre

6/10
J

Jay Walton Automotive

6/10
W

Ward Chrysler Center

6/10
N

New and Used Chevrolet and Buick Dealer Glendive

6/10
W

WheelFlip

6/10
M

MRM Performance

6/10
H

Hyundai Dealership Hagerstown MD

6/10
W

Wagner Kia of Shrewsbury

6/10
P

Patriots Auto Body

6/10
S

Simi Valley Cycles

6/10
V

Volvo Cars Bend

6/10
N

New & Used Mazda Car Dealer San Francisco Bay Area

6/10
N

New and Used Buick and Chevrolet Dealer Corning

6/10
E

Euro Motorworks

6/10
F

Finishing Touch Car Care

6/10
N

New Genesis Vehicles in Freehold, NJ

6/10
K

Kingdom Autocare

6/10
G

Golling Chevrolet

6/10
H

Hassett Subaru

6/10
R

Route 17 Nissan

6/10
S

Smith Automotive

6/10
H

Hyundai Dealer in Elmhurst, IL

6/10
S

State College Ford

6/10
L

Linehaul Heavy Duty

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 4.0/10 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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