AI Scores / Automotive

Automotive AI Scores
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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.

40,523
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 40,523 Automotive Brands

AI-Ready8-10
<1%
194
Getting There6-7
19%
7,780
Needs Work4-5
64%
25,787
Not Discoverable0-3
17%
6,762

Only <1% of automotive brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

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40,523 brands scored - page 295 of 406

S

SECOP I y II: Encuentra Licitaciones en Colombia | LicitaYa

4/10
C

Consejo General de Colegios de Gestores Administrativos de España

4/10
W

Winchit

4/10
A

Agilizone | Agilize seu delivery

4/10
A

AMK Apps Ltda — Estúdio de Jogos Mobile

4/10
O

Oxten

4/10
A

Autosalon

4/10
A

Anzahl Platinum Series

4/10
A

AR7app

4/10
B

Be Tesla

4/10
C

Campers

4/10
C

Car Code OBD2 for Android™ Enhanced Data Manufactuer Specific Scan Tool

4/10
B

Boulder Hall Canarias Climb

4/10
W

Welcome to City Offline Games

4/10
C

Cooperativa Pepiniana

4/10
O

Office de Tourisme d'Auxonne

4/10
D

Default page

4/10
D

Dappte

4/10
D

DtcFix.com # DTC, Hata Kodları ve Onboard Diagnostic

4/10
E

Edubotics

4/10
E

eland apps

4/10
H

https://elrasaglik.com/

4/10
E

Eltabina Express

4/10
E

Emilie In The Pocket

4/10
E

EnergyOT

4/10
T

Taxis Radio Aixois

4/10
L

Login Login

4/10
F

Farhan's Android Apps

4/10
A

Acerum

4/10
P

Politicas y Privacidad

4/10
F

Forward SMS

4/10
F

Funtika

4/10
F

Fusión Loja

4/10
H

Home

4/10
G

Gargano Fleet

4/10
G

gato

4/10
O

OBD 2007

4/10
G

GoNestor

4/10
J

Jasa Pengiriman Pindahan Angkut Barang

4/10
H

Home

4/10
G

GPSbird

4/10
F

Firmas.lv

4/10
H

HawalinaHawalina

4/10
H

HealthPro Dental Staffing

4/10
H

Held transportes

4/10
D

Default page

4/10
H

Hindustan Truckers

4/10
H

HM CLAUSE

4/10
D

Default page

4/10
H

Holding Vml SAS

4/10
D

Default page

4/10
W

Welcome IndoSae

4/10
I

InstaDosis

4/10
社

社会医療法人 豊生会（ほうせいかい）

4/10
D

Default page

4/10
C

ClearAi

4/10
J

JMV Satyman

4/10
�

🐾 Freecats application Android nourrissage chats libres 😺

4/10
K

Kerish Apps

4/10
M

Migastone

4/10
L

LaBa, Taxi Service In Thrissur. Book cabs & auto rides service at low rates in Thrissur

4/10
L

LeapZip

4/10
L

LIFT GIG

4/10
I

ImprensaFM 105.9

4/10
W

Wkoostende2021.be

4/10
M

Max Car Wash

4/10
M

Mech Deals

4/10
M

Meko Games

4/10
M

Mevu

4/10
A

Android Apps by TapGap Studio on Google Play

4/10
G

Gobi Cashmere

4/10
C

Cultivaref : c'est fini. Votre IP: 52.177.220.239

4/10
N

Neuromobile

4/10
N

NextArrival NYC

4/10
N

Nikazo

4/10
N

NorrisGPS

4/10
O

OkCommuter

4/10
O

Orion Dockmate

4/10
P

ParkSwap

4/10
P

Partridge Design

4/10
P

Paydos Games

4/10
P

Phone Link for Alexa

4/10
P

Pohanka Promise

4/10
P

Policy Master : Best Insurance Company

4/10
I

Idle Dangers

4/10
R

Raci Games

4/10
H

Home

4/10
R

Rebel Actions

4/10
R

Resident Billing Services

4/10
R

Richarge with Rimone

4/10
A

Avisos Clasificados en Caseros

4/10
A

Avisos Clasificados en Catamarca

4/10
A

Avisos Clasificados en Chaco

4/10
A

Avisos Clasificados en Chascomús

4/10
R

Rococar

4/10
A

Avisos Clasificados en Chubut

4/10
R

Rostami Magic

4/10
R

RentALLCars

4/10
R

Ruperdevs

4/10
P

Primăria RUȘII MUNȚI

4/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands →

What an AEO score of 4.6/10 means for automotive brands

The average Automotive brand we've scored sits at 4.6/10. 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.

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