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.

39,169
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 39,169 Automotive Brands

AI-Ready8-10
<1%
188
Getting There6-7
19%
7,602
Needs Work4-5
63%
24,871
Not Discoverable0-3
17%
6,508

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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39,169 brands scored - page 60 of 392

D

Direct Energy

6/10
K

Kinja

6/10
C

Car Hire in the UK, Europe & Worldwide

6/10
B

Banque en ligne

6/10
M

Mundo Educação

6/10
A

AAA

6/10
B

Bajaj Auto

6/10
P

Poonawalla Fincorp

6/10
G

Getmancar

6/10
S

shopmate Cashback

6/10
O

Overdrive

6/10
L

Leo Madeiras | Marketplace

6/10
S

SUVs, Electric Vehicles and Cars

6/10
D

DriveSmart

6/10
C

Clem'

6/10
T

Toyota IE

6/10
T

taxi service

6/10
M

MondoTNT

6/10
A

Asigurari online

6/10
N

Nova Post în Republica Moldova

6/10
S

SOMFY France - Volet roulant, portail, alarme et store. Domotique et moteur pour la maison connectée

6/10
G

Go Sedan

6/10
S

SHzoom

6/10
M

Motolite

6/10
S

systematiza

6/10
8

89 FM Maravilha – Rádio Maravilha FM | Notícias e Música ao Vivo

6/10
O

OnlineLR OnlineLR: Transport Bilty Maker | Lorry Receipt Making App

6/10
D

Driving Test Routes App

6/10
C

CleanCab | Cabin Dust Reduction System for Machinery Operators

6/10
R

Radio Caliente 105.1 FM - La radio mas caliente de Santa Cruz

6/10
M

Miniracer

6/10
M

Mtix Tecnologia

6/10
A

ASE Practice Test

6/10
P

Paymaxx

6/10
H

Hilocal

6/10
C

Camperpay

6/10
D

Dental Speed

6/10
E

Ecotaxi

6/10
G

Gmark Appliances

6/10
G

Goya Route Planner

6/10
G

Grandwash

6/10
G

Green Wallbox

6/10
L

Logixtar

6/10
S

Slapped Ham Store

6/10
K

Koperasi KBRI - Just another WordPress site

6/10
G

Garagistic

6/10
N

NCVT Online

6/10
ب

بلاترو

6/10
R

ridesharerates.com

6/10
R

Rose Mary Jane

6/10
S

Soleyon Insurance Partners, Inc.

6/10
S

Soak-n-Suds Touchfree & Self-Serve Car Wash three car wash locations1330 Covington Ave. Piqua, OH 453561304 E Ash St. Piqua, OH 453561612 St Mary's Ave Sidney, OH 45365

6/10
A

Auto parts by photo & AI mechanic

6/10
L

Live Vehicle Tracking Asateel Services

6/10
B

Bible Hour

6/10
Y

Yoma Fleet Car Share

6/10
E

Elysium Parking

6/10
G

GasLow

6/10
C

Consultora SEO · Ana Perez Botella

6/10
Q

Quinielero

6/10
A

Animas Auto Spa

6/10
무

무니티(Moonity)

6/10
B

Best Car Rental Management Software

6/10
M

Moobiz

6/10
A

AppsGoLocal - A democratização tecnologica.

6/10
A

APM Research Lab

6/10
T

Trusted car reviews, cars for sale, car leasing, valuations & advice

6/10
T

TPI Lawyers - Trusted and experienced personal injury lawyers in Mississauga

6/10
E

El Periódico

6/10
I

Infopro Digital Automotive

6/10
知

知識製造業のリバネス-Leave a Nest-

6/10
F

Farmatodo Colombia

6/10
S

Sports Car Market

6/10
C

CSFTNO

6/10
F

Fichajes.net

6/10
H

Hyundai Canada

6/10
L

Lenstore

6/10
M

MotorTrend

6/10
E

Expert Soil Service & Engineering Co.,Ltd. | Soil Investigation Service

6/10
S

Scrap My Car | Instant Online Quote, Free Collection & Instant Payment

6/10
E

Encoder Products Company

6/10
C

carwise

6/10
L

London Bus Museum

6/10
D

Direktversicherung einfach, online & persönlich

6/10
J

Jalopnik

6/10
M

Mundo Educação

6/10
Z

ZEUS800

6/10
P

Pando Moto

6/10
E

Eastlake Auto Repair Shop

6/10
P

PartsGo

6/10
N

New and Used Car Dealer

6/10
A

Aerobotix

6/10
P

Plande

6/10
O

Omnisource | Metal Recycling Leaders

6/10
C

Clean Motion

6/10
C

CDPDH

6/10
H

Hourglass - Hourglass

6/10
R

Radley Engineering Ltd

6/10
F

FrioBCN

6/10
H

HMFusa

6/10
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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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