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.

735,109
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,109 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,681
Needs Work4-5
53%
387,760
Not Discoverable0-3
42%
309,533

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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735,109 brands scored - page 52 of 7,352

N

Nostresport

6.5/10
A

Automotive Advertising Agency | Aronson Advertising

6.5/10
W

Wilmington Auto Center Chrysler Dodge Jeep RAM

6.5/10
M

Made-in-Chicago Museum

6.5/10
E

EFG Companies

6.5/10
I

Insurance Brokerage and Consulting

6.5/10
K

KONI

6.5/10
C

Claytex

6.5/10
C

CarBikeTech

6.5/10
A

ARAI

6.5/10
J

Jrop

6.5/10
T

Truck Driver News - Truck Driver News provides a comprehensive daily roundup of news nationwide, offering truck drivers a single, reliable source for industry updates.

6.5/10
B

BME Fire Trucks

6.5/10
R

RigDig - By Fusable

6.5/10
R

RT

6.5/10
T

The Driver Adviser

6.5/10
X

XM 105

6.5/10
O

OnlineRaceDriver

6.5/10
S

SpeedHolics

6.5/10
T

TopGearbox - Your Daily Drive

6.5/10
B

BMWCoop | BMW Blog, BMW News, BMW Reviews

6.5/10
A

AutomoBible

6.5/10
C

CarSauce

6.5/10
T

The Beauty of Transport

6.5/10
A

Aerogen vibrating mesh nebulisers facilitate high performance aerosol drug respiratory therapy

6.5/10
P

Proactive Training Solutions - The Most Comprehensive Automotive Sales Training in the Industry

6.5/10
A

Aptitude-test.com

6.5/10
T

Telencuestas

6.5/10
A

Aerospace & Defense

6.5/10
C

Clocktower Cars Uk

6.5/10
E

Engine Specs, Info, Problems and more on MotorReviewer.com

6.5/10
G

Genesis Engineering

6.5/10
A

AI

6.5/10
J

Japanese Car Auctions - Integrity Exports

6.5/10
Δ

Δούρειος Ίππος

6.5/10
S

Sell Your Toys Now

6.5/10
I

Industrial Gearbox Manufacturers

6.5/10
H

Home Page

6.5/10
O

OGP®

6.5/10
C

Cole International

6.5/10
B

Baghouse.com

6.5/10
G

Guitar Pick Zone

6.5/10
N

NewStream Enterprises

6.5/10
E

Emporia Group Dealer in Emporia KS

6.5/10
D

Dxmxtx

6.5/10
H

Hammer

6.5/10
M

MySyara

6.5/10
O

Onslip | Kassasystem för restaurang och besöksnäring

6.5/10
T

Trackting

6.5/10
V

Vorsteiner

6.5/10
A

Auto Glass Stars - Auto glass shop - Windshields & Tint Call usLocation pin iconShield icon with a checkmark.Star icon with a checkmark.

6.5/10
P

Powerland Heritage Park

6.5/10
A

Atlanta Motorsports Park

6.5/10
O

OTOMOBILESTAN - Good Car for Good Ride

6.5/10
C

Car blueprints and vector drawings for 3D and wrap on getoutlines.com

6.5/10
O

osapiens

6.5/10
O

Omnichannel Marketing & Data Provider

6.5/10
O

Oscar Piastri

6.5/10
H

holoride

6.5/10
T

Turntide

6.5/10
C

CAJunkyardsNearMe.com

6.5/10
T

TechAriz

6.5/10
E

Extendobed®

6.5/10
C

Cheap Storage Units (Reserve for FREE)

6.5/10
A

AutoLeap®

6.5/10
C

Cash For Cars in NY, NJ, PA, CT - eCarsCash

6.5/10
S

SNC

6.5/10
E

Evolve Skateboards USA

6.5/10
C

Company Wiki Tool With Powerful Integrations

6.5/10
C

Clearcover Insurance

6.5/10
B

Bulldog Locksmith -

6.5/10
B

Brandon Ford

6.5/10
A

Aurrigo Automated Aviation Technology

6.5/10
M

Mobile Mechanics of Oklahoma City

6.5/10
D

Durable

6.5/10
M

MotorTrend

6.5/10
S

Schemantra

6.5/10
M

Mobile Mechanic Of Phoenix

6.5/10
C

Cory Boatright

6.5/10
O

Omaa Metal Sources

6.5/10
S

strategic-vision

6.5/10
K

Ketone-IQ®

6.5/10
I

Introspective Market Research

6.5/10
L

Lee County Tax Collector

6.5/10
B

Booboone.com

6.5/10
W

Web Design, SEO & Google Ads Agency

6.5/10
T

True X Automall - Sale, Buy or Exchange, With Assurance

6.5/10
R

Reportsnreports -

6.5/10
S

Sorteio.com

6.5/10
V

Verra Mobility | Safe. Smart. Connected.

6.5/10
W

Western Forest Products

6.5/10
N

North American Motoring

6.5/10
K

Keller Logistics Group

6.5/10
R

Relay Payments

6.5/10
T

Tumblr

6.5/10
S

SIS International Research

6.5/10
B

BestMark

6.5/10
B

BrandVerity

6.5/10
A

Aigarius Blog

6.5/10
R

Rate Retriever

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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