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.

320,646
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,646 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,899
Needs Work4-5
63%
200,567
Not Discoverable0-3
31%
98,098

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

320,646 brands scored - page 157 of 3,207

C

Cortese Cycle Sales

6/10
N

New Buick & Pre

6/10
N

New & Used Chrysler Dodge Jeep RAM Dealer near Riverside

6/10
M

Matthews Nissan of Clay

6/10
C

Cavender Ford

6/10
T

TeePublic

6/10
A

AdamsGarage - SODO-MOTO

6/10
F

Fred Beans Hyundai of Flemington

6/10
J

Jeff Wyler Superior Honda: Honda Dealership in Cincinnati, OH

6/10
N

New And Used CDJR Dealership in Spanish Fork

6/10
V

Visit King Auto Corner

6/10
S

Sims Automotive Repair

6/10
S

SCBET88

6/10
A

Auto Body Shop in Louisville

6/10
R

RedLine Transmissions

6/10
W

WireWheel.com

6/10
A

amlfordofprincegeorge.com

6/10
T

Tim Short Chevrolet of Hazard

6/10
D

Dealership Kansas City MO

6/10
N

New & Used Car Dealership in Cairo, GA

6/10
S

Signature Detailing New Jersey

6/10
J

JH Window Tinting

6/10
A

ASE

6/10
F

Find your perfect ride at Fuel Powersports in Milwaukee, Wisconsin. ATV, Bicycle, Cargo Trailer, Go

6/10
W

Window Tinting Newburgh NY | Eclipse Solar Control Products - Residential, Commercial & Automotive

6/10
T

Troyer Post Buildings

6/10
E

Engleman Truck Sales

6/10
B

BMW of Towson

6/10
V

Village Repair

6/10
S

Smith Motor Sales of Haverhill, MA

6/10
A

All American Trailer Connection AATC

6/10
A

Auto Repair in Forney, TX | Scott's Automotive & Transmission Review Star Rating

6/10
N

New & Used Car Dealership Sacramento CA

6/10
A

AutoNation Nissan Tempe

6/10
O

On Your Pad Mobile Oil Change, Maintenance and Repair - RV's Commercial Trucks Heavy Equipment

6/10
S

Southworth Chevrolet GMC

6/10
N

North Central Ford

6/10
A

American Adventure Lab

6/10
S

Steingold Volvo Cars

6/10
N

New & Used Car Dealership in Rockingham, NC

6/10
R

RideNow Phoenix: Motorcycle & Powersports Dealer in Phoenix

6/10
L

Luxury cars dealership Sherman Oaks, CA

6/10
C

CNC-Motorsports

6/10
P

Palmerton Garage Door II LLC

6/10
W

Wico Metal Products | Durable, Custom Metal Solutions -

6/10
C

Cronin Chevrolet West Harrison

6/10
H

Honolulu Ford

6/10
O

Orr GMC

6/10
B

Basney Mazda

6/10
N

North Richland Hills Chevrolet Dealer in North Richland Hills TX

6/10
T

The OFFICIAL WEBSITE of Minder Research, Inc. - Home of the TireMinder TPMS, TempMinder and NightMinder Systems.

6/10
A

Airmoto

6/10
M

MOTOREX USA

6/10
D

Delucia Insurance Agency

6/10
B

Big Brand Tire & Service

6/10
A

Air Compressors for Sale: Shop Top Quality Compressors

6/10
V

Valenti Chrysler Dodge Jeep Ram

6/10
U

Used Car Dealership East Windsor NJ

6/10
B

Big Valley Honda

6/10
C

Chrysler Dodge Jeep RAM Dealer in Ruidoso, NM

6/10
D

Drive N-Motion

6/10
F

Ford Dealership Near Me

6/10
A

Auto Collision & Glass

6/10
T

THINK • Limo • Yacht • Corporate • Events

6/10
D

Duvalls Towing

6/10
A

Auto Repair in Cedar Park & Austin, TX | Baldy’s 4x4 STAR RATING

6/10
G

Gateway Nissan Greeneville

6/10
J

J&S Auto Repair

6/10
D

Danny's Marine

6/10
M

Mertec

6/10
H

Harvest Auto Family

6/10
R

RW Pool Service

6/10
R

RideNow on Boulder: Powersports Dealer in Las Vegas

6/10
P

Prestige Subaru

6/10
S

Stan's Auto Service Inc

6/10
M

Mechanic | All Roads Truck & Auto Repair | Port St. Lucie FL A clipboard with a piece of paper on it on a white background.A black and white silhouette of a cup of coffee with steam coming out of it.req

6/10
J

John Mayberry - State Farm Insurance Agent in Mankato, MN

6/10
A

Auto Repair & Collision

6/10
V

Vault of Scottsdale

6/10
N

New & Used Subaru in Shrewsbury MA

6/10
A

Automotive Detailing in Santa Rosa, CA

6/10
H

Hyundai Dealership Near Me

6/10
A

Akiki Auto Body

6/10
S

Sandman Bros

6/10
R

Redline Auto and Diesel Repair

6/10
C

Crashparts

6/10
R

Reika Wheels - Truck, SUV, Van, and Crossover Custom Wheels, Lift Kits & More

6/10
S

Scott Volvo Cars Allentown

6/10
C

C&K Concrete Pumping

6/10
N

New and Used Vehicles in Fort Collins

6/10
S

South Beach Exotic Rentals

6/10
W

Wilmington Acura Dealership

6/10
B

Bio-One Asheville

6/10
V

Veneauto Cars

6/10
A

A - Z Tech Automotive | Mission Viejo, CA

6/10
C

Chevy Dealer Near You

6/10
H

H2 Branding

6/10
T

Thomas Tuning and Service

6/10
G

German and European Auto Repair in Vancouver, WA - Accurate Motorwerks Phone Icon

6/10
N

Nissan of Fremont

6/10
Previous
1...155156157158159...3,207
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 →