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.

735,749
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,749 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,799
Needs Work4-5
53%
388,184
Not Discoverable0-3
42%
309,631

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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735,749 brands scored - page 27 of 7,358

N

NFL Spin Zone

6.7/10
N

Newsline

6.7/10
S

Sca.auction

6.7/10
S

SiteTuners

6.7/10
G

Geely Global

6.7/10
B

belairdirect insurance

6.7/10
H

HockeyViz

6.7/10
K

Kustomrama

6.7/10
W

WAYNE ENTERPRISES

6.7/10
P

Poptin

6.7/10
T

The Defense News

6.7/10
N

Newsroom Goodyear EMEA

6.7/10
B

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

6.7/10
O

OEM & Aftermarket Auto Parts

6.7/10
C

Canopy Credit Union

6.7/10
E

Elite Fourum

6.7/10
G

Grüne Flotte

6.7/10
N

New Elementary: LEGO® parts, sets and techniques

6.7/10
M

Microwave News

6.7/10
A

Ambassador Bridge

6.7/10
N

NIADA

6.7/10
L

LS Power

6.7/10
V

VOOM Pay

6.7/10
B

BerqWP

6.7/10
A

ARK Therapeutic

6.7/10
E

Evolvent Design

6.7/10
D

Driving Hydrogen

6.7/10
A

Ampow

6.7/10
R

Rob Robinette's Car and Tube Amp Website

6.7/10
T

TDI CHPExpress

6.7/10
S

S2KI Honda S2000 Forums

6.7/10
L

Locauto

6.7/10
H

HP Tuners

6.7/10
A

Ate Up With Motor

6.7/10
H

Hitch

6.7/10
S

Steel

6.7/10
M

MoveAdvisor

6.7/10
H

Hitch

6.7/10
B

Bad Gays

6.7/10
G

Groweon

6.7/10
L

Local Locksmiths

6.7/10
E

Empowering mobility for a cleaner, smarter & safer future

6.7/10
W

Wheels and Tires for Sale

6.7/10
C

Cuvva

6.7/10
G

Genuine OEM Lexus Parts and Accessories Online

6.7/10
Z

Zesty

6.7/10
E

Expert Car Detailing Near Me

6.7/10
K

Ken Shirriff's blog

6.7/10
R

RIBUT4D

6.7/10
F

Fuel Additives

6.7/10
R

Real Estate

6.7/10
S

Small Business Insurance From biBerk

6.7/10
U

UICLAP

6.7/10
W

Wpg

6.7/10
D

DashboardSymbols.com

6.7/10
D

Dynamat

6.7/10
I

IndoorMedia

6.7/10
B

Best Content Writing Services

6.7/10
B

BIG BUD PRESS

6.7/10
S

SNS Insider

6.7/10
P

Performance Brokerage Services - North America's Highest Volume Dealership Brokerage Firm

6.7/10
W

Windshield Replacement Phoenix, AZ

6.7/10
H

Home

6.7/10
W

Warhammer 40,000: Darktide

6.7/10
P

Pon

6.7/10
E

ExpressFollowers

6.7/10
5

5 Star Car Title Loans

6.7/10
S

SteinLaw.com

6.7/10
M

Market Research Company, Market Research Reports,

6.7/10
S

Seaspan Corp

6.7/10
C

CheapInsurance.com

6.7/10
T

The Fast Fire Watch Company

6.7/10
A

Autonocast

6.7/10
B

Beck & Beck Missouri Car Accident Lawyers

6.7/10
C

carbike360

6.7/10
C

Crockett Law Group

6.7/10
H

Home Grail

6.7/10
A

All for One Group Website

6.7/10
O

Opti-Coat

6.7/10
F

Fasig | Brooks

6.7/10
I

idloom

6.7/10
A

Allen Law

6.7/10
C

Car ADAS

6.7/10
F

Firstleaf

6.7/10
M

M & Y Personal Injury Lawyers

6.7/10
M

Midtronics

6.7/10
E

El Dabe Ritter Trial Lawyers

6.7/10
O

Octopus Electric Vehicles

6.7/10
J

J. Alexander Law Firm

6.7/10
S

Scan of the Month—you've never seen anything like this.

6.7/10
V

Volk Optical

6.7/10
C

Coolgear

6.7/10
F

FNIRSI

6.7/10
R

Rhino Linings

6.7/10
T

Top Rated Bicycle Accident Lawyers Nationwide

6.7/10
P

Philadelphia Personal Injury Lawyers

6.7/10
C

CarAudioNow

6.7/10
N

New Toyota Dealer in El Monte, CA

6.7/10
S

Shine Supply

6.7/10
W

Webmax SEO

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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