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.

319,808
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,808 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
20,890
Needs Work4-5
61%
195,254
Not Discoverable0-3
32%
103,582

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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319,808 brands scored - page 104 of 3,199

A

Adam & Son Auto Repair

6.1/10
W

Welcome to Sudbay Chevrolet

6.1/10
B

Big Brand Tire & Service

6.1/10
A

Auto Repair in Grand Junction

6.1/10
N

Nissan Dealer in Daphne, AL

6.1/10
P

Pro Tek Automotive - Portland Auto Repair | BMW Repair Portland

6.1/10
P

Portola Valley Garage

6.1/10
E

Ellio's German Auto

6.1/10
E

E1 Auto Care & Body Repair

6.1/10
H

HydroFleet

6.1/10
B

Bleecker Chrysler Dodge Jeep Ram

6.1/10
H

Hicks Family Nissan

6.1/10
E

ER Collision & Auto Body Shop

6.1/10
G

German Auto Repair Home | Ingolstadt West, German Auto Specialists | LA Icon of a ringing telephone receiver.Black outline of a telephone handset ringing.Telephone icon with curved lines indicating a ringing call.Black telephone icon with sound waves.Phone icon with signal lines, indicating a call.Telephone icon, ringing.Black outline of a telephone handset with sound waves, indicating a call.Black location pin icon.Phone ringing icon.Clock showing the time is 4:05.A black phone icon with sound waves.Location marker.Outline of a telephone with sound waves, indicating a call.Clock showing the time is 4:05.Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Location marker icon.A black outline of a telephone handset with sound waves.Clock icon showing the time is 4:00.Map marker icon.Telephone icon with sound waves.Clock showing 4 o'clock.Location pin icon.Telephone icon with sound waves.Clock showing the time is approximately 4:05.Black location pin icon.Phone icon.

6.1/10
C

ColorAuto Detailing

6.1/10
C

Central Ave Nissan

6.1/10
T

Telle Tire |

6.1/10
E

European Service Center

6.1/10
N

Nationwide Auto Finance

6.1/10
A

Auto Collision Center Santee, CA | El Cajon, CA CloseClose

6.1/10
N

New & Used Cars, Trucks & SUVs in Decatur, TX

6.1/10
G

Griffin Automotive Design

6.1/10
N

North American Pressure Wash Outlet

6.1/10
E

Euro Sport Accessories

6.1/10
V

Visit Subaru of Ann Arbor For All Your Auto Needs

6.1/10
N

Nissan of Corinth

6.1/10
T

Twin Creeks Towing & Heavy Duty Semi Truck Wrecker

6.1/10
U

Unlimited Auto Trans - Nationwide Auto Transport & Car Shipping

6.1/10
K

Key Transmission and Gears - Transmission, Transfer Case, Clutch, Differential Suspension & Alignment Specialist

6.1/10
H

Hansel Toyota

6.1/10
U

Used Commercial Work Trucks for Sale, Used Diesel Trucks, International Commercial Models Available - Call Us today! |

6.1/10
A

Auto Repair in Concord, NC | Concord Auto Service Center Reviews Stars Rating

6.1/10
D

Don Herring

6.1/10
W

West Salem Machinery

6.1/10
W

WheelCovers.Com

6.1/10
A

Auto Window Tinting Houston TX X-Pert Tint And Auto Alarms Black icon of a clock with telephone receiver and clockwise arrow, suggesting 24/7 phone support.Black badge icon with a checkmark.Hand holding a circle with a percent sign.Calculator and dollar coin icon.Hands holding a badge with a checkmark, symbolizing quality assurance.Person with a halo of stars around their head, indicating high

6.1/10
A

All Star Autoplex

6.1/10
V

Value Locksmith Tampa

6.1/10
I

INFINITI of Naperville

6.1/10
W

Welding Shop

6.1/10
A

Auto Repairs Reedsville, PA | Farmer's Choice Tire Service Hand holding a gear and wrench icon, representing service or technical support.Car icon next to a gear with a wrench, representing auto repair.Black icon of a tractor with a cab, possibly vintage.Person with three stars above their head.Two adult figures and a child in a stick figure graphic representing a family.Black outlined speech bubbles overlapping.Contact Us

6.1/10
Y

Young Chrysler Dodge Jeep Ram Riverdale, UT

6.1/10
M

Melbourne Motorsports

6.1/10
A

Adamson Industries Corp.

6.1/10
E

ellisdoorandwindow.com

6.1/10
N

New & Used Ford Car, Truck, and SUV Dealer

6.1/10
N

Nolte's Auto Service

6.1/10
N

New & Used Ford Dealership

6.1/10
W

Wash Systems | Commercial, Industrial & Heavy-Duty Vehicles

6.1/10
A

Automotive Reach

6.1/10
E

EZ Auto Spa

6.1/10
G

Gene’s CDJR

6.1/10
A

Auto Repair in Findlay, OH | Findlay Auto Plus Reviews Stars Rating Icon

6.1/10
A

AutoNation Honda Dealership Sanford, FL

6.1/10
U

Umansky Toyota

6.1/10
N

North Dixie Truck and Trailer

6.1/10
S

Salem Overhead Door Co.

6.1/10
H

H-E Parts

6.1/10
F

Ford Dealership in Frederick MD

6.1/10
T

Toyota Dealer in Westmont, IL

6.1/10
H

Home

6.1/10
P

Pro Spot International Quality Welding Systems, Leading the collision repair industry in Resistance Spot Welding

6.1/10
T

Temecula Auto Repair & Transmission | Top Quality Automotive Service, One Car At A Time

6.1/10
B

Bauer Built Tire & Service

6.1/10
M

Motoring Services Auto Repair

6.1/10
B

Best Auto Repair & Maintenance | Orlando Import Auto Specialists | Orlando, FL Black telephone receiver icon.Black location pin icon with a white circle and a surrounding arc.Clock icon showing hands at 2:05.White background.Menu icon: Three horizontal, black lines.Black engine icon with a lightning bolt.Tools icon: Wrench, screwdriver, and gear.Black car silhouette.Left

6.1/10
A

Auto Repair in Yorktown Heights, NY | Yorktown Tire Auto Care Review Stars Rating

6.1/10
K

Kennedy & Sons Structural Solutions | Trust Kennedy

6.1/10
G

GLA automotive

6.1/10
H

H2O Power Equipment

6.1/10
C

Chevrolet Dealer, Used Car Sales & Service

6.1/10
F

FiberwerX

6.1/10
A

Auto Repair in Williamston, MI - Key Diesel and Auto Service Map Address Pin Icon

6.1/10
A

Auto Repair in Lincoln, NE | 6 to 6 Auto Service Reviews Stars Rating Icon

6.1/10
T

Treeline, Inc.

6.1/10
G

GMC Dealership in Asheville NC

6.1/10
T

T&D Machine - Shaft Mount Rocker Arms

6.1/10
D

Danny's Avondale Truck Wash and Service Center

6.1/10
2

24/7 Truck & Trailer Repair

6.1/10
B

Baltimore Signs and Graphics

6.1/10
D

DARCARS Kia Dealer In Frederick, MD

6.1/10
A

Auto Repair in Newark, NY

6.1/10
T

Tommy Terifics Car Wash

6.1/10
A

Auto Repair in Houston, TX

6.1/10
A

Ace Lock and Key Smith

6.1/10
B

Bale Chevrolet

6.1/10
T

Terrell Ford Dealer near Forney, TX

6.1/10
C

CAD Company 8.2L Performance 472 / 500 Parts

6.1/10
A

Auto Repair Cathedral City CA | Car Maintenance Service Shop

6.1/10
F

Flip My Cycle

6.1/10
C

Collision Repair

6.1/10
A

Auto Repair in Wichita, KS | Yost Auto Service Reviews Stars Rating

6.1/10
W

Willmar Chevrolet Dealer in WILLMAR MN

6.1/10
S

Splashy's Car Wash

6.1/10
A

Auto Repair and Service in Austin & Liberty Hill, Texas | Edgestone Automotive

6.1/10
S

SVC Offroad

6.1/10
G

Gt Imports Limited

6.1/10
L

LimoCity

6.1/10
C

Chrysler Dodge Jeep RAM Dealership Tysons VA

6.1/10
C

Cao-Tech LLC

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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