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.

320,636
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,636 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,897
Needs Work4-5
63%
200,559
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

320,636 brands scored - page 162 of 3,207

A

AutoNation Ford Arlington

6/10
L

Lexus of Serramonte

6/10
V

Volvo Dealership, Service on Long Island

6/10
N

New Acura Dealership in Delray Beach, FL

6/10
L

Lee Nissan Auburn

6/10
N

northwest tire inc

6/10
S

Shottenkirk Honda of Davis

6/10
C

Choose Our Evolution Golf Cart Dealer | Coteau Custom Carts | New Iberia & Lafayette, LA Blank white imageThree horizontal black lines, representing a menu icon.

6/10
R

Rockys Body Shop

6/10
W

West Michigan Power Cleaning Equipment

6/10
T

The German Car Shoppe

6/10
C

Certified Pre

6/10
N

New CADILLAC and Pre

6/10
C

Chevrolet of Bloomsburg

6/10
D

Dealer Film Services

6/10
V

Venice Toyota

6/10
U

Ultra33

6/10
B

Bay Breeze On The Go Mobile Tire and Repair

6/10
K

Kern River Auto

6/10
A

Audi Owings Mills

6/10
R

Rocki Top Auto

6/10
G

Green Thumb Mowers Florida's Largest Outdoor Power Equipment Dealer

6/10
R

R.E. Warner is Now ISG

6/10
P

Prime Auto Omaha | Sales and Service

6/10
N

New & Used Car Dealer in Burlingame

6/10
U

Used Luxury & Sport Cars in Reno

6/10
F

Fort Collins Motorsports

6/10
A

All Car Shop

6/10
A

Autologic of Virginia

6/10
H

Haley Buick GMC Midlothian

6/10
A

ACH Mobile Detailing

6/10
H

Herb Chambers Chrysler Dodge Jeep Ram FIAT of Millbury

6/10
U

Used Cars Eden Prairie MN

6/10
N

newteksensors

6/10
N

New & Used Nissan Dealer Bay Ridge NY

6/10
A

Auto Repair & Tire Shop in Shallowater, TX

6/10
W

www.rockcitychrysler.com

6/10
H

Hyundai Dealership Woodbridge VA

6/10
K

Kannapolis Auto Parts

6/10
S

SEMA Data |

6/10
G

Garage Door and More

6/10
B

Broward Auto

6/10
L

Lawrence Concrete Pros

6/10
N

New & Used Holm Buick GMC Dealer in Salina KS

6/10
N

New & Used Toyota Dealership Pharr, Texas

6/10
A

Apex Marine

6/10
A

Auto Repair and Service in Indianapolis

6/10
A

Automotive Parts

6/10
P

Pacific Auto Body

6/10
N

New Chevrolet, Nissan and Used Car Dealer Serving Vincennes

6/10
D

drivenfleetservices

6/10
D

daleycare

6/10
N

Northwest Hills Chrysler Jeep Dodge Ram Dealer Torrington, CT

6/10
F

FSPE

6/10
J

Jackie Cooper Nissan of Tulsa

6/10
N

New & Used Nissan Car Dealer in Fairbanks

6/10
A

Avamia

6/10
A

Avi G Locksmith

6/10
M

Mark Allen Chevrolet

6/10
C

Chrysler Dodge Jeep Ram Dealer In Orangeburg, SC

6/10
R

Riverdale Chrysler Jeep Dodge Ram

6/10
M

Mercedes

6/10
S

Subaru Sherman Oaks

6/10
Y

Your Local New & Used CDJR Dealer

6/10
G

Gottsch's Goo

6/10
K

Kerner's Auto Service

6/10
A

A.J. DOHMANN CHEVROLET, LLC

6/10
H

Hubert Vester Auto Group

6/10
C

CERT USA -

6/10
G

GMC Dealership in Prescott AZ

6/10
L

Leith Acura

6/10
M

Mills Tint Solutions

6/10
C

Capitaland Subaru

6/10
K

K & R Auto Sales

6/10
S

SSC

6/10
V

Vannoy's Tire

6/10
N

New & Used Chrysler, Dodge, Jeep & Ram For Sale in Ottawa, IL

6/10
C

Chevrolet Buick GMC Dealership Near Oklahoma City

6/10
N

New and Used Chevrolet dealership in Charleston

6/10
P

Porsche Fort Myers

6/10
A

AE Solutions

6/10
B

Benefits N More

6/10
F

Fünfzehn

6/10
S

Santa Barbara Locksmiths

6/10
M

Mile High Image Detailing

6/10
L

Leif Johnson Ford of Austin

6/10
C

Clayton Motors: New Volvo & Used Car Dealership in Knoxville, TN

6/10
H

Houston Motor & Control

6/10
S

Subaru White Plains

6/10
E

Elk Grove Hyundai

6/10
O

Open Road Honda®

6/10
C

Ciocca Volkswagen of Flemington

6/10
S

Smart Honda of Davenport

6/10
M

Milex Complete Auto Care

6/10
M

Mazda Dealer in Springfield

6/10
C

Craft Customs

6/10
W

Winter Park Auto Exchange

6/10
K

Kustomz Truck & Auto

6/10
P

Penco Power Products

6/10
N

New & Used Car Dealer in Burlingame

6/10
Previous
1...160161162163164...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 →