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.

553,034
Brands Scored
3.8/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 553,034 Automotive Brands

AI-Ready8-10
<1%
109
Getting There6-7
5%
30,386
Needs Work4-5
54%
299,791
Not Discoverable0-3
40%
222,748

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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553,034 brands scored - page 66 of 5,531

C

Crossy Road

6.4/10
V

Vintage Microcomputer Kits & Early System ElectroniKits

6.4/10
M

Made in Italy light weight Alloy Wheels

6.4/10
A

Agencia de Marketing Digital en Tijuana - Websense

6.4/10
M

Mauser Packaging Solutions

6.4/10
L

LeaseTrader

6.4/10
S

Site is created successfully!

6.4/10
T

The AI growth officer for financial advisors

6.4/10
F

Fundación Academia del Perfume

6.4/10
T

The AGL Group

6.4/10
C

Coche Global

6.4/10
T

The Phluid Project

6.4/10
4

444

6.4/10
L

Lunessa Health

6.4/10
L

Lovingsquad Store

6.4/10
Q

Quick Quack Car Wash

6.4/10
E

Energica Motor Company

6.4/10
A

ACERTUS

6.4/10
P

Plastics Extrusion Machinery - Luigi Bandera - Italy

6.4/10
S

Super Woman Super Lawyer

6.4/10
J

Jeffress Law, PC

6.4/10
P

Prestigious Euro Cars

6.4/10
S

Swift Locksmith Service LLC

6.4/10
T

Tornado VPS — Linux and BSD server hosting

6.4/10
P

Pristine Fleet Solution

6.4/10
H

Home

6.4/10
M

Maxwell's Auto Center

6.4/10
M

Mastodon

6.4/10
N

Noble Automotive / M500

6.4/10
N

Nokian Tyres

6.4/10
K

Kaplan Insurance - Auto | Motorcycle | Wappingers Falls, NY

6.4/10
H

Homelink

6.4/10
T

TAFE I Tractors and Farm Equipment Limited I Cultivating the World

6.4/10
K

Karachi Movers and Packers Movers in Karachi House Shifting Services

6.4/10
H

Honda of Cleveland

6.4/10
S

Secure for Sure Pennsylvania

6.4/10
L

Laser Wire Solutions

6.4/10
F

Flawless Detail

6.4/10
C

Custom Titanium Bikes

6.4/10
U

USA Auto Ship

6.4/10
M

Mechanical One

6.4/10
A

Alexius Denver's Locksmiths

6.4/10
H

Home

6.4/10
3

3D Systems

6.4/10
D

Disruptive Edge Digital

6.4/10
S

SEO Los Angeles 24

6.4/10
S

SEOBRISK

6.4/10
C

Car Detailing Phoenix | PPF & Window Tint Experts | Impeccable Detail AZ Clock

6.4/10
C

Closed Die Forging Process Suppliers of India

6.4/10
P

Philip Thearle's Autowerks | OEM Certified Collision Center San Diego

6.4/10
S

Separovic Injury Lawyers

6.4/10
S

SEPPES DOCK LEVELER

6.4/10
E

Elite Towing - 24-hour Towing in Gainesville, Florida

6.4/10
E

Exclusive Paint Protection

6.4/10
V

V3transportation

6.4/10
E

Exec Armor

6.4/10
L

Los Angeles Garage Door Repair | GDR Garage Doors

6.4/10
H

Horace Mann Corporation

6.4/10
O

OC Garage Door Guys

6.4/10
M

Morristown & Erie Railway

6.4/10
J

Joustavin ja vastuullisin työsuhdepyöräetu

6.4/10
Q

Qemtex

6.4/10
O

OfBrooklyn.com · Samuel Clay's collected writings

6.4/10
O

Off-site Airport Parking

6.4/10
A

ANRPC - 2023

6.4/10
A

Attorney Savannah GA The Law Offices of Joseph J. Steffen Jr White checkmark in a black circle icon.White checkmark in a black circle iconWhite check mark inside a black circle iconWhite checkmark in a black circle icon on a white backgroundWhite checkmark in a black circle icon on a white backgroundWhite check mark in a black circle iconBusiness icon: person beside a shirt and balance scales in black outlineHands holding a heart with a cross and balance scales icon aboveBlack line icon of a gavel above a car on a document pageTwo overlapping black chat bubbles with ellipsis dots, one outlined and one solid.Contact Us

6.4/10
S

Shared Mobility Principles for Livable Cities

6.4/10
O

Oil Buddy

6.4/10
I

Index of /

6.4/10
B

Bay Diagnostic

6.4/10
C

Car Rental Maui

6.4/10
Q

Quick Car Recovery

6.4/10
V

Venerable Injury Law Leading Los Angeles Personal Injury Attorneys

6.4/10
S

Shelbourne Motors: New & Used Car Dealers in Northern Ireland

6.4/10
L

Leading Locksmith

6.4/10
E

El Teólogo Responde - IVE-

6.4/10
O

Olive Mechanical Breakdown Insurance

6.4/10
I

India Nippon Electricals

6.4/10
V

Veteran Moving Florida

6.4/10
T

teslasautobiography.com

6.4/10
M

Metacade

6.4/10
M

MetalWorks Classic Auto Restoration & Speed Shop

6.4/10
O

Omniq

6.4/10
A

Atico Export

6.4/10
R

Radio Liberdade Dili - FM 95.8 Mhz - Radio Liberdade Dili - FM 95.8 Mhz

6.4/10
O

OneShift

6.4/10
G

Grease Monkey Oil Change Franchise

6.4/10
R

Rubber Rollers | Contact Rubber Corporation A black and white icon of two speech bubbles on a white background.Contact Us

6.4/10
T

T&H Auto Repairs

6.4/10
R

Roadside Genius

6.4/10
C

Continental Imports

6.4/10
V

VIP Collision - Auto Body Shop Henderson

6.4/10
I

Infestus SEO

6.4/10
H

Harley-Davidson

6.4/10
C

Cash Cash Cars

6.4/10
V

Vista Glass

6.4/10
I

Industrial Cleaning Equipment & Heating Solutions Manufacturer

6.4/10
P

Porrazzo Rawlings Accident & Injury Law

6.4/10
H

Homepage for Miles Mathis science site

6.4/10
M

Militec

6.4/10
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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 3.8/10 means for automotive brands

The average Automotive brand we've scored sits at 3.8/10. 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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