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.

39,638
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 39,638 Automotive Brands

AI-Ready8-10
<1%
191
Getting There6-7
19%
7,688
Needs Work4-5
64%
25,188
Not Discoverable0-3
17%
6,571

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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39,638 brands scored - page 71 of 397

S

Square Off

6/10
R

Redline Auto Hub

6/10
S

Satelitalperu

6/10
U

Unlock Your Dealership's Potential with Cutting

6/10
A

AUTO Connected Car News

6/10
R

Recharged

6/10
C

Cauley Ferrari of Detroit

6/10
B

Buy Here Pay Here

6/10
S

SyGo

6/10
A

AutoInfluence

6/10
R

RepairPal.com

6/10
C

CarsDirect

6/10
H

Herramienta de email marketing y SMS

6/10
T

Top Car Rating

6/10
U

UAI Notícias

6/10
E

EV Fire Safe

6/10
B

beritajatim.com | Portal Berita Jawa Timur Hari Ini

6/10
W

Washington Hispanic

6/10
W

World's leading Automotive Fashion House

6/10
Z

Zero2Turbo | High-Performance Car News, Reviews and Videos from South Africa

6/10
A

Autonocion.com | Noticias del motor, novedades, eléctricos, híbridos y pruebas de coches

6/10
V

VIOSSI

6/10
L

LeMond Bicycles, Inc

6/10
M

Motos, rutas y competición. Motorpasion Moto.

6/10
C

Catchfence - Since 1999 - The Only Thing Between You and the Action!

6/10
D

Digital Marketing Agency

6/10
C

Contralínea

6/10
Z

ZEUSQQ

6/10
T

Taylor & Francis Newsroom

6/10
C

Camping World: Shop Top RVs @America's #1 RV Dealer

6/10
C

Click Dealer

6/10
S

sMedia

6/10
E

EasyCars

6/10
L

Logistimatics

6/10
B

Burgosnoticias

6/10
A

Adrian

6/10
K

Kumon

6/10
O

Out of Print

6/10
N

Newsline

6/10
G

Giunti Editore

6/10
J

Judd Power

6/10
B

BulbAmerica

6/10
Q

Quantum Base

6/10
A

ADELYA - Logiciel et cartes de fidélité, Programmes de fidélisation - ADELYA

6/10
C

Car Supplies Warehouse

6/10
M

Motor1.com

6/10
A

Autonesian.com

6/10
B

Bellissima Imetec

6/10
A

Allstate

6/10
S

Stephen Bishop Music

6/10
G

Glass Repair & Glass Replacement

6/10
F

Formula Scout

6/10
B

Bright Plugins

6/10
A

Aucto

6/10
E

Evonik

6/10
B

Bruvi

6/10
O

Optalert

6/10
O

OneClickDrive.com

6/10
A

ASIANABET

6/10
O

OBDLink® | OBD Solutions LLC

6/10
E

ESI Engineering Specialties Inc.

6/10
K

Kaizen Auto

6/10
T

TaxoPress

6/10
S

San Antonio Personal Injury Lawyers

6/10
W

WAYNE ENTERPRISES

6/10
K

Kelley Blue Book | MediaRoom

6/10
S

SquadEasy

6/10
W

Wyldblood Press | science fiction and fantasy

6/10
B

Buy & Sell Exotic Cars, Luxury Cars, & Classic Cars

6/10
D

DrivePK

6/10
H

Haiku Games

6/10
L

La Nueva Crónica

6/10
V

Victoria Emerson

6/10
A

Autoxloo

6/10
K

King Family Vineyards

6/10
L

Los Angeles Auto Repair - Carotech Automotive ADA

6/10
J

Juice Technology AG

6/10
C

Car Auction Sharjah & Dubai

6/10
M

myWindshield

6/10
B

Burger & Brown Engineering, Inc.

6/10
G

Gnomon Watches

6/10
C

Carlax

6/10
A

AutoMind Advanced Vehicle Diagnostic App – Your Car's Health, Simplified

6/10
R

RENTALL

6/10
U

UndermountAC.com

6/10
N

Nostresport

6/10
W

Welcome to IMAGIN.studio, the ultimate car imagery solution

6/10
O

OLXTOTO

6/10
A

Automotive Advertising Agency | Aronson Advertising

6/10
M

Monarch Showroom - Luxury Auto Broker

6/10
U

Used Trucks in Austin

6/10
R

Rafferty Auto Sales LLC

6/10
R

Red White and Blue Autos

6/10
N

NJ State Auto Used Cars

6/10
E

EFG Companies

6/10
F

FMD

6/10
M

Motor Illustrated

6/10
K

KapsamHaber

6/10
F

FAAC

6/10
A

ARAI

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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