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.

433,449
Brands Scored
3.8/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 433,449 Automotive Brands

AI-Ready8-10
<1%
96
Getting There6-7
6%
25,232
Needs Work4-5
56%
244,177
Not Discoverable0-3
38%
163,944

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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433,449 brands scored - page 71 of 4,335

R

RDI Power

6.3/10
T

Toyota Dealership

6.3/10
D

Dallas Insurance Agent, Josh Thibodeaux State Farm

6.3/10
S

SNL Creative

6.3/10
D

DARCARS 355 Toyota Of Rockville

6.3/10
A

Adventure Motor Cars

6.3/10
H

Hardin County Honda

6.3/10
T

Telle Tire |

6.3/10
H

HMGMA

6.3/10
C

Checking your browser

6.3/10
A

AutoLEDTech.com

6.3/10
K

Kinsale Insurance

6.3/10
N

New and Used Ford Dealership in Huntersville, NC

6.3/10
G

Graham's Integrity Auto Sales

6.3/10
M

MI Auto & Home Insurance Agent Tom Pelham - State Farm®

6.3/10
R

Rockford Moving and Storage Company

6.3/10
H

harryscollision

6.3/10
A

Auto Collision Group

6.3/10
I

INFINITI of Cool Springs

6.3/10
E

Emerald Locksmith

6.3/10
U

Used Cars & Trucks For Sale In Reno, NV

6.3/10
T

TintingChicago.com

6.3/10
T

Top California Injury Attorneys: Visionary Law Group Experts

6.3/10
P

Personal Injury Attorney in Palm Springs, CA

6.3/10
S

State Farm Agent Tucson Arizona

6.3/10
T

Toyota of Keene

6.3/10
H

Handy Buick GMC

6.3/10
R

RV & Automotive Roadside Assistance

6.3/10
S

Sidebar Insurance Solutions, Inc.

6.3/10
T

The House Guys DC

6.3/10
I

Ice Blast Works

6.3/10
C

Checkers Safety

6.3/10
J

Jeep Dealership Near Me

6.3/10
A

Atlantic Boat Repair

6.3/10
P

Prcc

6.3/10
C

Charter and School Bus in St. Cloud & Central Minnesota

6.3/10
C

Chevy Dealership in Plano, TX

6.3/10
I

Insurance Agent Steve Womack in Memphis TN – State Farm®

6.3/10
R

ROCKSTAR LIMO | Best Limo Company in America

6.3/10
R

Red Dot Truck Service

6.3/10
E

Express Auto -

6.3/10
F

Franklin Tire and Auto

6.3/10
C

Chapman Chrysler Jeep a New & Used Jeep Dealership in Henderson

6.3/10
B

Big Tex Trailer World

6.3/10
E

Eden Prairie Nissan

6.3/10
P

Patriot Express Tire & Oil

6.3/10
S

State Farm Insurance Agent Tony Freeman in Claremont CA

6.3/10
J

Jim Burke Ford

6.3/10
O

Our Toyota Dealer near Avon IN

6.3/10
R

RPI Designs

6.3/10
F

F.C.C

6.3/10
L

Landmark Sign Company

6.3/10
C

Complete Automotive Repair Specialists, LLC

6.3/10
D

DRIVE AutoCare

6.3/10
W

Wolfe House & Building Movers

6.3/10
S

State Farm Insurance Agent Tracy Tucker in Kearney MO

6.3/10
W

Wheels TV

6.3/10
M

Marconi

6.3/10
B

Beachview Auto Service: Morehead City & Cedar Point NC Rating

6.3/10
H

Hoffman Toyota

6.3/10
V

Volkswagen of Fort Myers: VW Dealership in Fort Myers, FL

6.3/10
1

10-8 Video

6.3/10
T

Team Toyota Of Glen Mills

6.3/10
J

Just 'Cuz Robotics

6.3/10
3

360 Automotive & Repair

6.3/10
P

Philipsburg Borough 1797

6.3/10
N

Nissan Dealership in Hattiesburg MS

6.3/10
S

SC Auto & Home Insurance Agent Kevin Sevier - State Farm®

6.3/10
W

Window World of Akron

6.3/10
F

Fast Towing Las Vegas

6.3/10
J

Jeff Wyler Nissan of Cincinnati: Nissan Dealer in Cincinnati, OH

6.3/10
R

Randall Reeds Planet Ford

6.3/10
L

Locksmith Knights Raleigh

6.3/10
C

CarsAuto

6.3/10
C

Columbia Auto Care & Car Wash

6.3/10
S

State Farm Insurance Agent Curt Beckham in Lake Charles LA

6.3/10
B

Bret's Autoworks

6.3/10
T

Tiger Auto Transport

6.3/10
O

OrganicSoft

6.3/10
H

Honda of Concord

6.3/10
L

Lang’s Auto Service, Inc.

6.3/10
N

New and Used Cars for Sale

6.3/10
N

New Ford & Used Vehicles

6.3/10
L

Lifetime Transmissions

6.3/10
D

Diamond Auto Salon

6.3/10
S

Subaru Dealer Plainfield, Mokena, Frankfort, Naperville

6.3/10
I

IA Auto & Home Insurance Agent Steve Hubbard - State Farm®

6.3/10
C

Commercial & Utility Scale Solar + Storage Electrical Engineering Firm

6.3/10
A

Auto Tech in La Mesa & El Cajon, CA - 619-588-5742 PhoneClockPhoneClockOilAuto RepairWarrantyAir ConditioningBrakeTransmissionsPhoneCarCarCarCarMythsMythsMyths

6.3/10
J

JK Auto And Truck Repair

6.3/10
N

NH Auto & Home Insurance Agent Tony LeClerc - State Farm®

6.3/10
M

Maine New and Used Car Dealer

6.3/10
S

Semi Truck Repair & Fleet Services

6.3/10
H

Honda of Omaha

6.3/10
N

Nissan of New Rochelle

6.3/10
H

HeavyLiftDirect

6.3/10
C

Curriers Certified Welding

6.3/10
M

Mooneyes MOON Equipment Co. Official Online Store

6.3/10
P

Professional Car Repair, Maintenance, & Service

6.3/10
N

New & Used Chevrolet Dealership

6.3/10
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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 3.8/10 means for automotive brands

The average Automotive brand we've scored sits at 3.8/10. 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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