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.

36,794
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 36,794 Automotive Brands

AI-Ready8-10
<1%
216
Getting There6-7
22%
8,194
Needs Work4-5
66%
24,367
Not Discoverable0-3
11%
4,017

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

36,794 brands scored - page 263 of 368

A

Autovermietung im Zillertal

4/10
A

Auto Wien Mitte

4/10
E

EnclaveForum.net: Buick Enclave Online Community

4/10
L

Libero 24x7: notizie, opinioni e curiosità dalla Rete

4/10
B

BEHREND BLOG

4/10
Y

Yuyupa

4/10
Z

Zenso

4/10
H

Home page

4/10
M

Motores Czerweny SA. Somos Potencia. Más de 80 Años de Calidad Argentina.

4/10
D

Druetta Neumáticos

4/10
H

Home

4/10
S

Scalable service

4/10
T

Tienda fpvstore.ar

4/10
F

Freemax Batteries

4/10
M

Mid America Motorworks

4/10
C

CircuitProDigital

4/10
M

Mejor Organico

4/10
D

Desde hace 35 años

4/10
S

Setmana natura 2026 - Setmana de la Natura 2022

4/10
Q

Quantum Country

4/10
U

Unity

4/10
M

Mechanical Engineering

4/10
C

Commuter Cars: Tango

4/10
G

Gu Research Group

4/10
A

Animated Science - Physics, Science, STEM, Teaching, Arts & Cooking

4/10
5

5DT

4/10
S

SOFA

4/10
P

pyod 3.5.3 documentationContentsMenuExpandLight modeDark modeAuto light/dark, in light modeAuto light/dark, in dark mode

4/10
M

MultiTech Developer Resources

4/10
A

About

4/10
A

Art

4/10
A

automotiveのblog

4/10
A

automotiveupdates's Blog

4/10
A

Autohaus Rau in Moosburg

4/10
A

Auto Steindl

4/10
A

Auto Raab

4/10
A

Auto Haid, KFZ-Fachwerkstätte in Zams | Lackiererei | Spenglerei | Service | Pickerl

4/10
G

Gebrüder Oberladstätter OG

4/10
A

Auto Hotter

4/10
G

GoAuto

4/10
I

Instituto Politécnico Superior "Gral. San Martín"

4/10
A

Auto

4/10
A

Autoreinigung, Motorwäsche, Autoaufbereitung in Wien.

4/10
A

Autoron.at

4/10
A

Autoteile Rausch

4/10
S

Silex Labs, diversité et métiers du numérique

4/10
L

La invitació a la lectura

4/10
A

Auto-Ecole Bourgeois

4/10
I

idrottshistoria-ostergotland.se

4/10
S

Spanish American War of 1898 Database

4/10
D

Default page

4/10
U

Uni4D

4/10
A

Applied Mechanics

4/10
M

MEMS 2022

4/10
V

Ventilationslösningar för storkök och bostäder

4/10
C

CENTRE DE MATHÉMATIQUES LAURENT SCHWARTZ

4/10
D

Dancar Autosikring

4/10
R

Rent a car Banja Luka

4/10
R

Research Scientist

4/10
C

College of Engineering & Computer Science

4/10
B

Bosch Wolfsberg

4/10
首

首頁

4/10
A

Aerostudents Homepage

4/10
T

TU Dortmund

4/10
P

Página inicial

4/10
L

lauriekeller

4/10
H

Home

4/10
V

Vehicle Color Code Database

4/10
H

Home

4/10
B

Business Transfer Service: Businesstransfers per Minibus oder Limousine

4/10
P

PSI Molded Plastics Injection Molding

4/10
C

Can Car Cosmetic

4/10
N

Need4Speed Lifestyle GmbH

4/10
C

Car Advise Rent

4/10
C

car-bike-dalis Webseite!

4/10
C

Car Master

4/10
C

Car Rental Tirol

4/10
S

Start Hagelschaden Auto Hagel Reparatur, Dellenreparatur -

4/10
C

CarCare4you - Zeitlose Schönheit für Ihr Auto

4/10
C

Cars & Bikes Mondsee

4/10
▷

▷ Automarkt Tirol

4/10
C

Carstyleprofi

4/10
H

Home » Carsystem Holzmann

4/10
C

Car Trade Center 2

4/10
L

linasrollis1s Webseite!

4/10
L

Latón de La Fueva

4/10
D

Default page

4/10
G

Génétique Médicale

4/10
D

Dofollow Directory Submission

4/10
I

InfoCostaTropical.com  -  El diario digital de la Costa Tropical de Granada

4/10
M

Motherboard V2

4/10
K

KERNEL

4/10
C

Car Technik West

4/10
Q

Quipper Engineering

4/10
C

CARLOS77 Agen Slot777 Resmi: Download APK Mobile Server Thailand Anti

4/10
D

Dellentechnik Kremser

4/10
P

PERKUMPULAN SEDANE

4/10
M

Mars Auto

4/10
C

Consumer |

4/10
S

Startseite

4/10
Previous
1...261262263264265...368
Next
Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands →

What an AEO score of 4.7/10 means for automotive brands

The average Automotive brand we've scored sits at 4.7/10. 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 →