AI Scores / Automotive

Automotive AI Scores
Score Your Brand Free
🚗

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.

Score your brand free

319,949 brands scored - page 102 of 3,200

J

John Deere Construction & Wirtgen Equipment Dealer

6.1/10
P

Phoenix Specialty

6.1/10
C

camaros

6.1/10
W

www.marinadodgeny.com

6.1/10
G

Garage Doors - Columbia, MO - Eddie's Garage Doors A black and white silhouette of a tie on a white background.A black and white icon of a garage door with a wireless signal coming out of it.A calculator and a coin with a dollar sign on it.A man in a suit and tie is holding a gear.A black and white icon of a shield with a check mark on it.A black and white icon of a headset with a microphone.A black and white silhouette of a map pin on a white background.A black and white icon of a badge with a person 's face on it.

6.1/10
D

DY Locksmith

6.1/10
W

Wilbraham Ford Dealer in Wilbraham MA

6.1/10
N

Newman's Auto Body

6.1/10
G

GoldenBoy Mobility

6.1/10
E

Enterprise Chrysler Dealer in Enterprise AL

6.1/10
Z

Zips Auto Glass

6.1/10
O

Omps Garage Inc

6.1/10
B

Bergey's Truck Centers: Medium & Heavy Duty Commercial Truck Dealer

6.1/10
L

Lima Chevrolet Dealer in Lima OH

6.1/10
C

Certified Autoplex

6.1/10
D

DaSilva's Auto Body

6.1/10
N

New & Used Hyundai Models

6.1/10
S

Steet Ponte Nissan

6.1/10
A

Auburn Airport-City of Auburn

6.1/10
F

Fort Dodge Ford Lincoln Toyota Dealer in Fort Dodge IA

6.1/10
R

Red's Auto & Truck

6.1/10
H

HydroComp, Inc.

6.1/10
T

Toyota Dealership in Gaithersburg, MD

6.1/10
T

Trent's Garage Complete Car Care Center

6.1/10
E

Everything Truck Parts

6.1/10
J

Jim Norton Toyota OKC

6.1/10
A

Auto Body Shop Chantilly, VA | Sam Auto Body Quick Turnaround Times for ServiceNext

6.1/10
V

Vehicle Wraps Denver, CO

6.1/10
O

Outdoor Motor Sports and Trailer Sales

6.1/10
4

411marine

6.1/10
A

Allen Lund Company

6.1/10
B

Byers Wrecker Service

6.1/10
S

Silence Garage Door & Gates

6.1/10
T

The BodyWorks Super Collision Center

6.1/10
N

New & Used Subaru Dealer Utica, NY

6.1/10
K

Kennedy Transmission

6.1/10
S

Springs Detailing

6.1/10
H

Heart City Toyota

6.1/10
W

Wizard Werks

6.1/10
S

Scotty's Transmission & RPM Automotive

6.1/10
M

Miami Honda Dealership

6.1/10
K

Kia Dealership Monroeville PA

6.1/10
R

Republic Chevrolet Dealer in Republic MO

6.1/10
C

Collision Repair

6.1/10
B

Belle Tire

6.1/10
K

Key Shoppe

6.1/10
T

Top Street Performance

6.1/10
A

About Honda of Superstition Springs

6.1/10
S

Sutton Chevrolet Dealer in Sutton WV

6.1/10
R

RV Station - Waco, TX

6.1/10
A

Arnie Bauer Buick GMC

6.1/10
P

Professional Auto Repair in Springfield, OR | Willamette Automotive Care Reviews Stars Rating

6.1/10
R

Ruda Toyota

6.1/10
T

TLC Exterior Cleaning Services

6.1/10
M

Midtown Motor Trends

6.1/10
B

Buddy Automotive Innovations software for auto recyclers

6.1/10
I

Island Honda

6.1/10
A

Automotion Classics - Classic Car Restorations and Sales

6.1/10
S

Sage Creek Repair

6.1/10
H

https://caromoto.com

6.1/10
P

Paragon Honda

6.1/10
M

Macneil

6.1/10
P

Pensacola Lock & Safe

6.1/10
P

Permian Radiator

6.1/10
H

Hyundai Dealership in Avondale AZ

6.1/10
H

Heavy Duty Transaxle

6.1/10
E

Evolve Graphic Solutions

6.1/10
N

New & Used Cars For Sale

6.1/10
T

Toyota of Seattle

6.1/10
D

Don Wood Automotive

6.1/10
T

Turner Auto Care

6.1/10
T

Trusted Reno Auto Repair: Quality Service from Locals

6.1/10
R

Renton, WA Honda Dealership

6.1/10
S

Seal-Rite

6.1/10
E

Elite Auto Repair

6.1/10
C

Charlies Foreign Car

6.1/10
A

Auto Body | Pineville, NC | S & M Auto Paint & Body Shop Black bill and calculator icon, showing invoice or finance payment.Black walking pedestrian icon on a white backgroundBlack hands holding a shield icon for protection or securityThree black silhouetted people icons with stars above them, suggesting a team or group awardBlack front

6.1/10
R

Richfield Blacktop

6.1/10
G

GMC Dealer

6.1/10
M

Marks Air

6.1/10
D

Diesel Freak

6.1/10
C

Connie and Dick's Service Center | Auto Repair and Service since 1960

6.1/10
P

Prebuilt Structures

6.1/10
T

Towing Service in Birmingham, MI

6.1/10
D

DD26 Fishing

6.1/10
G

GMC Dealership Biddeford ME

6.1/10
W

Welborn Garage Doors

6.1/10
M

Motorcycle, Dirt Bike, ATV Dealer near Chicago

6.1/10
J

JDM Legends Store

6.1/10
P

Pooler Chevrolet Dealer in Pooler GA

6.1/10
H

Home

6.1/10
D

Dyer Mazda Vero Beach

6.1/10
C

Central Surplus

6.1/10
E

EchoMAV Technologies

6.1/10
C

Coach Specialists of Texas

6.1/10
R

Reflex Automotive

6.1/10
A

autotechwestislip

6.1/10
I

Industrial & Commercial Automotive, Truck Radiator Parts, Welding Shop, Tank Leak & Emergency Repair Service Chicago, East Dundee, Joliet, Peoria, Bensenville IL An icon of a radiator with a wrench attached to it.An icon of a radiator with a wrench attached to it.Family inside a house with a gear icon.A hand is holding a wrench in front of a gear.A medal with a star in the middle and a red ribbon around it.A map with a pin and a gear on it.An icon of a gear in a speech bubble.

6.1/10
C

Conestoga Collision | Berwyn PA Auto Body Repair Chester County PA | Conestoga Collision provides reliable auto collision repair services in Berwyn PA, Malvern PA, West Chester PA, Paoli PA, Devon PA, Wayne PA, King of Prussia and Chester County, PA.

6.1/10
H

Home

6.1/10
Previous
1...100101102103104...3,200
Next
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.

Automotive AI visibility by city

New York CityLos AngelesChicagoHoustonPhoenixPhiladelphiaSan AntonioSan DiegoDallasSan JoseAustinJacksonvilleSan FranciscoColumbusCharlotteIndianapolis

Browse by industry

💻 Tech & SaaS🛍️ Ecommerce & Retail🍽️ Food & Beverage💪 Health & Wellness💅 Beauty👗 Fashion & ApparelAll brands →