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.

735,744
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,744 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,798
Needs Work4-5
53%
388,185
Not Discoverable0-3
42%
309,626

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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735,744 brands scored - page 24 of 7,358

K

Kinaxis

6.7/10
C

Commercial Trucks, Buses, Engines & Parts

6.7/10
I

IAG Performance

6.7/10
W

Work Gloves

6.7/10
H

Home Grail

6.7/10
A

Apzo Media

6.7/10
E

Executed Today

6.7/10
E

Exact Match Car Paint Made Easy

6.7/10
C

ClaroSports

6.7/10
X

XPEL

6.7/10
I

IoT Business News

6.7/10
C

Car Surface Care Products, Detailing Supplies, Auto Accessories

6.7/10
C

Classic VW & Porsche Spare Parts

6.7/10
D

Detailed Image

6.7/10
T

Truma

6.7/10
Y

Yoshimura R&D of America, Inc

6.7/10
G

GEAR AID

6.7/10
H

Home

6.7/10
V

Visa Cash App Racing Bulls Formula One Team

6.7/10
H

Home

6.7/10
C

Courier-Herald

6.7/10
S

Steele Canvas Basket Corp

6.7/10
H

HealthProductsForYou

6.7/10
I

Insurance Panda

6.7/10
G

Gear & Grit

6.7/10
V

V3Cars

6.7/10
D

Discover Valvoline Products & Solutions

6.7/10
I

Insurance Quotes - Get Multiple Auto Rates - Insurance Quotes

6.7/10
W

Wawanesa Insurance

6.7/10
R

RoadRunner Auto Transport

6.7/10
R

Retro Manufacturing

6.7/10
T

The Wayward Home

6.7/10
G

Gamer Perspective

6.7/10
R

RBC Insurance

6.7/10
Z

ZZPerformance

6.7/10
P

PowerNation

6.7/10
S

Service My Car

6.7/10
S

Shift Frequency

6.7/10
K

Kumho Tire USA

6.7/10
Y

YEMA Watches Official Store

6.7/10
H

Heaven's Gate

6.7/10
B

Best Selling Cars Blog

6.7/10
0

034Motorsport

6.7/10
S

Steeda

6.7/10
D

DMV Written Test

6.7/10
F

FINN

6.7/10
D

Diode Dynamics

6.7/10
M

Macally

6.7/10
C

Custom Lifted Jeep Wranglers and Gladiators for Sale

6.7/10
R

REDARC : Automotive Electronics, DC Charging & Brake Control

6.7/10
B

BOSS Audio Systems

6.7/10
L

Lomadee

6.7/10
P

PowerStop Brakes

6.7/10
B

Best Mexico Insurance For Your Auto, Boat, Home, & More

6.7/10
R

Rotomation, Inc.

6.7/10
N

NMB Technologies

6.7/10
W

www.granddesignrv.com

6.7/10
I

interfluidity

6.7/10
M

Motorsportjobs.com

6.7/10
A

A Girls Guide to Cars

6.7/10
S

STILLEN

6.7/10
M

My350z

6.7/10
L

Lux Éditeur | maison d'édition indépendante | publication d'ouvrages à caractère critique en sciences humaines

6.7/10
F

Firgelli Automations

6.7/10
S

ShopSabre CNC

6.7/10
D

Dubai's #1 Mobile App Development Company with AI Features

6.7/10
S

Super Lube

6.7/10
M

Mister Car Wash

6.7/10
V

Viair Corp

6.7/10
C

CoverkingUSA

6.7/10
L

Lethal Performance

6.7/10
D

Detroit Personal Injury Attorneys | Detroit Personal Injury Attorneys

6.7/10
T

TouchUpDirect

6.7/10
P

Pandora CloudCover: Streaming Music for Business

6.7/10
M

Microfiber Wholesale

6.7/10
S

Solar Gard

6.7/10
A

AWE

6.7/10
G

Guns

6.7/10
T

Tokyo Pen Shop

6.7/10
T

TheSuperBOO!

6.7/10
A

Auburn Cord Duesenberg Automobile Museum

6.7/10
W

Watco

6.7/10
B

Business Phone & Marketing Performance Platform

6.7/10
C

Canon Law Made Easy

6.7/10
H

Hamilton Medical

6.7/10
N

NEXA

6.7/10
W

World Class Car Museum

6.7/10
P

Pop-A-Lock

6.7/10
Q

Qué Pasa

6.7/10
R

Rezvani

6.7/10
C

Castolin Eutectic

6.7/10
O

OEM Parts Online

6.7/10
J

JACO

6.7/10
I

IND Distribution

6.7/10
T

TLI

6.7/10
S

SYSGO

6.7/10
T

Tirecraft

6.7/10
R

RealTruck

6.7/10
A

Abstract Ocean

6.7/10
A

Adversa AI | Agentic AI Security

6.7/10
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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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