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.

34,042
Brands Scored
4.8/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 34,042 Automotive Brands

AI-Ready8-10
<1%
210
Getting There6-7
23%
7,949
Needs Work4-5
66%
22,432
Not Discoverable0-3
10%
3,451

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

34,042 brands scored - page 82 of 341

R

Red Dog Supplies

6/10
F

Fabbe Sport

6/10
F

Fabri Expertise

6/10
W

Windshield Replacement and Auto Glass Repair in PA, NY, NJ, CT, MD, VA: Arrow Auto Glass

6/10
F

fidunet

6/10
F

Fiersverzekeringen

6/10
F

Fietsbelgobike

6/10
F

Fietsen Flor

6/10
M

My Site

6/10
T

The Car Crash Detective - 35,000 Americans will die this year on the road. You don't have to be one of them. A car seat and car safety blog to promote best practices for families.

6/10
F

F.L.E.U.R.

6/10
P

Prodomax Automation Ltd. |

6/10
F

Fluwed car care

6/10
G

Garagedeclercq

6/10
F

Formation Jury Central Esthétique

6/10
4

4strokesperformance

6/10
F

FRANS-ROGER

6/10
L

Leo Brothers

6/10
C

Cardetailing Tienen

6/10
F

Fuerzacustoms

6/10
G

Garage in Pelt

6/10
G

Garage Denutte

6/10
G

Garage Geerardyn

6/10
G

Garage Jacquemin | Vente et réparation de camion et auto

6/10
G

Garage Maudoux

6/10
S

Saint Julien Trading

6/10
G

garagezillebeek

6/10
G

Garage Auto Co

6/10
B

Boucquet Marino

6/10
B

BVH

6/10
G

Garage Carwash

6/10
G

Garage Clin Freres

6/10
G

Garagedebeule

6/10
G

Garage de la Forêt

6/10
G

Garage demol

6/10
G

Garage - Autohandel

6/10
G

Garage Rally

6/10
G

Garage Staels

6/10
V

Van Rompaey

6/10
G

garagevantomme

6/10
G

Garden Home

6/10
G

Gear

6/10
G

Geldof Recycling

6/10
G

Georgespaul

6/10
G

GMS - Gert Verelst

6/10
P

poortexpert

6/10
L

le verger de roumont

6/10
G

gitedebonneesperance

6/10
S

Sayer Nissan

6/10
L

Location de gîtes à Spa

6/10
G

Giva Wheels

6/10
G

Glacier Zizi

6/10
G

glansclean

6/10
G

Godenne

6/10
G

Goebels Menuiserie

6/10
G

Goldcar

6/10
G

Gourmet Corner Solutions

6/10
G

Graine De Lumiere

6/10
G

Gramat

6/10
G

Green-Invest

6/10
G

Greenpeace Belgique

6/10
G

Grizz Protector

6/10
D

Davidloistudios

5/10
G

Geico

5/10
H

Harbourplaceanimalclinic

5/10
C

Celonis

5/10
A

Atlantatoyota

5/10
R

Relevo

5/10
A

Archibald Insurance

5/10
I

Imlcompany

5/10
S

Seenews

5/10
A

Article Sphere

5/10
P

Plantuml

5/10
A

Autoworldstore

5/10
B

Bcaa

5/10
E

Eurol

5/10
B

Businessvert

5/10
J

Jasperengines

5/10
A

Artmorrison

5/10
C

Colorrite

5/10
G

Grayhill

5/10
E

ecommerce

5/10
M

Mintt

5/10
S

spindoctor

5/10
O

Oshkoshcorp

5/10
A

Arberobotics

5/10
W

Workhorse

5/10
A

Avx

5/10
A

Aggressivethread

5/10
R

Reffine

5/10
A

Ashokleyland

5/10
S

Superkilometerfilter

5/10
S

sommelierwinebox

5/10
F

Flowernarratives

5/10
T

Telepecas

5/10
R

Richardlangworth

5/10
T

Townfairtire

5/10
E

ebrasives

5/10
D

dendanskebutik

5/10
L

Loveandgifts

5/10
Previous
1...8081828384...341
Next
Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands →

What an AEO score of 4.8/10 means for automotive brands

The average Automotive brand we've scored sits at 4.8/10. 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.

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 →