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 7305 of 7,353

A

Allstate

1.1/10
N

northernlightscarclub

1.1/10
A

Allstate

1.1/10
L

LION CARS

1.1/10
C

C&T Industrial Supply

1.1/10
S

Steve Leibowitz Design

1.1/10
A

ACCELERATE YOUR ROI

1.1/10
P

PRO CAR BLOG -

1.1/10
A

Activo PT

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
S

St. Clair Electrical

1.1/10
A

Allstate

1.1/10
A

All Mechanicals

1.1/10
G

Gabriela Zumbado

1.1/10
A

Allstate

1.1/10
S

Second Look Autobody 1992

1.1/10
A

Allstate

1.1/10
R

Recamaras Faycar

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
E

Emilys Funtastical Facts!

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
H

Home

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Auto Warranty

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
A

Allstate

1.1/10
P

PCMAIL

1.1/10
M

Mechman XS Power Show

1.1/10
C

Champion Auto Transportation

1.1/10
S

Sean Marder

1.1/10
P

PRECIOUS CARGO GROUP, INC.

1.1/10
S

Stay Green

1.1/10
N

New Hampshire Blueberry Home

1.1/10
H

Home

1.1/10
H

Home Page

1.1/10
E

Empresa Sin Rival

1.1/10
1

1978 Chevorlet Suburban For Sale

1.1/10
C

Coming Soon

1.1/10
T

TekModo

1.1/10
D

DAL'S BIG RV STORE

1.1/10
A

Azzopardi Engineering Works

1.1/10
C

Charlotte Equine

1.1/10
K

KJ Nana

1.1/10
R

Redstone

1.1/10
C

Cheap Dumpsters Erie, PA

1.1/10
U

Untitled document

1.1/10
A

A.L. Cornellier Property Care & Construction<br />978-490-7716

1.1/10
C

CTG Driver

1.1/10
H

Horizon Sheet Metal, Inc

1.1/10
L

Liberty Express Dedicated Contract Carriers

1.1/10
T

Truck Parts Sales Inc : One stop shop for all your heavy duty needs!

1.1/10
T

Tessler Developments

1.1/10
I

INICIO

1.1/10
A

ATB AG SERVICES

1.1/10
M

M.E. Solutions LLC

1.1/10
登

登入 ‹ buy tires order — WordPress

1.1/10
M

Metroplex Transmission

1.1/10
M

Mind Mastery MatrixMind Mastery Matrix

1.1/10
W

Wassam Laboratories

1.1/10
U

Used Car Dealer Nashville, TN

1.1/10
C

CustomXhaust

1.1/10
M

Metro Cardiovascular Consultant

1.1/10
J

Jon's Place

1.1/10
L

Lime Rock Specialty Cars

1.1/10
R

Rescue Me Movers

1.1/10
T

T&G PERU SAC

1.1/10
N

Northern Star Auto Transport

1.1/10
T

TGL Engineering Inc.

1.1/10
K

Korvis: We Create Intelligent Systems

1.1/10
S

Seaside Cadillac

1.1/10
V

Villarreal y Asociados Contadores P�blicos Autorizados

1.1/10
U

Used Car Dealer Madison, TN

1.1/10
P

puntotextil

1.1/10
…

…Sharing makes a difference…

1.1/10
S

S

1.1/10
H

Home

1.1/10
P

Pyxis Engineering Corporation, Redwood City, California USA

1.1/10
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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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