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.

735,283
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,283 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,717
Needs Work4-5
53%
387,865
Not Discoverable0-3
42%
309,566

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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735,283 brands scored - page 50 of 7,353

H

Home

6.5/10
B

backfitpro

6.5/10
O

O‘zbekiston Respublikasi Milliy statistika qo‘mitasi

6.5/10
F

FEATool Multiphysics

6.5/10
S

Staying Alive

6.5/10
E

European Lisp Symposium

6.5/10
N

Nektra

6.5/10
I

iCasualties Iraq: iCasualties Home Page

6.5/10
G

GPS Trackit

6.5/10
A

AIAG

6.5/10
B

Bridgestone Tires for Cars, SUVs, Trucks, Minivans, & Motorcycles

6.5/10
O

Octopus Electroverse

6.5/10
S

Seedtime Store

6.5/10
A

AssuranceAmerica

6.5/10
B

Byrider

6.5/10
D

DigiExe

6.5/10
G

GravaStar

6.5/10
R

Reiza Studios Forum

6.5/10
A

AstroAI

6.5/10
O

Opoli

6.5/10
S

Savvy Dealer

6.5/10
T

Terra

6.5/10
F

Free Local Classifieds Ads: Jobs, Apartments, Homes for Sale, New/Used Cars - Fendies™

6.5/10
E

Executive Transportation

6.5/10
T

Trusted Nationwide Car Shipping

6.5/10
S

Södra Teatern

6.5/10
T

Tody App

6.5/10
G

Goo Gone

6.5/10
A

Air Lift® Air Springs

6.5/10
I

inCarDoc

6.5/10
R

RTSYS Underwater Technologies

6.5/10
T

Train Game for Model Railroads: Build, Play with Toy Trains

6.5/10
R

RVA Financial - RVA's Leader of Financial Wellness

6.5/10
N

Netshort

6.5/10
O

Overhead Door Company

6.5/10
M

Mylivecart

6.5/10
Y

YTU

6.5/10
R

Receiptmakerly

6.5/10
X

Xion Motors

6.5/10
B

Best USA Payday

6.5/10
B

Biotonix Posture | Clinical-Grade Posture Analysis for Practitioners

6.5/10
I

iolo

6.5/10
W

Wryst Swiss Watches

6.5/10
H

Halab Today TV قناة حلب اليوم

6.5/10
R

Revolve Recycling

6.5/10
P

Penske

6.5/10
T

Tatask

6.5/10
D

Dubois

6.5/10
S

SiWeGO

6.5/10
P

PlayCanvas

6.5/10
O

Orange & Rockland

6.5/10
D

Dominion DMS - Dealer Management System

6.5/10
4

440 Car Service - Black Car & Airport Transportation

6.5/10
G

Green Hell VR

6.5/10
S

Syntony

6.5/10
M

Mantracourt

6.5/10
2

247 Cars

6.5/10
T

TSOmobile

6.5/10
C

CubitaNOW Sitio Oficial

6.5/10
N

Naqvi Injury Law

6.5/10
M

Moldtek

6.5/10
B

Bastter.com

6.5/10
W

WP Remote

6.5/10
A

ADVANCED Motion Controls

6.5/10
N

National Automotive and Truck Museum

6.5/10
T

TMC

6.5/10
E

ECCOMAS

6.5/10
P

Pure Craft

6.5/10
D

Datasheet Archive Browse Electronic Components by Manufacturer

6.5/10
A

American Canadian Tour

6.5/10
T

The Asian Mirror: Latest News from Pakistan

6.5/10
S

Savings and Discounts for Union Members

6.5/10
I

International Van Lines

6.5/10
A

AIA Canada - Automotive Industries Association of Canada |

6.5/10
C

CLEPA

6.5/10
N

NJMCdirect

6.5/10
I

Insurance Solutions & Risk Management | Mallory Agency A white background with black quotation marks on it.A black and white envelope icon on a white background.A black and white map pin icon on a white background.A black and white drawing of a telephone on a white background.

6.5/10
A

ATMOS Space Cargo

6.5/10
S

SpadezStore

6.5/10
L

Lighthouse LEDs, LLC

6.5/10
I

Igor I Sikorsky Historical Archives

6.5/10
A

Annata Management Solutions

6.5/10
A

Affine

6.5/10
C

Citation Vault

6.5/10
R

Railroad Picture Archives.NET

6.5/10
A

Atlass Inchirieri auto Bucuresti Otopeni aeroport

6.5/10
A

Automotive Scholarships -

6.5/10
M

Mechtraveller

6.5/10
D

DealerOn

6.5/10
L

LA's The Place | Los Angeles, Magazine

6.5/10
F

Farmacéuticos

6.5/10
G

GAC

6.5/10
M

Motorcycle Trailers & Accessories

6.5/10
B

British Parts Northwest

6.5/10
S

Santeria Botanica Chicago​

6.5/10
A

Auto Glass Stars

6.5/10
C

Car hire in Tenerife

6.5/10
C

Clearsurance

6.5/10
L

Leverege

6.5/10
T

The Motor Guy

6.5/10
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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 3.7/10 means for automotive brands

The average Automotive brand we've scored sits at 3.7/10. 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.

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