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.

320,045
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,045 Automotive Brands

AI-Ready8-10
<1%
84
Getting There6-7
7%
21,450
Needs Work4-5
62%
198,510
Not Discoverable0-3
31%
100,001

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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320,045 brands scored - page 3162 of 3,201

A

Automotive Wood Restoration

1.9/10
A

Automotive Wood Restoration

1.9/10
T

TerraMotus Solutions, Inc.

1.9/10
:

::Ather Safety Wear::

1.9/10
S

Stow

1.9/10
A

AmericanImportAutos.com

1.9/10
W

Warren Tire

1.9/10
A

americasautomotive.com

1.9/10
B

Black Hole Hauling

1.9/10
N

NorCal Motor Cars, Inc

1.9/10
A

Amerishine

1.9/10
C

Custom Motor Windings, Stators, Rotors, and Lamination from SM Windings

1.9/10
P

Purdy Buys Cars.com

1.9/10
A

AutoClassifiedNow.com

1.9/10
A

Ace Collision Center

1.9/10
A

AUSTIN LIMO 247

1.9/10
B

Blank Title

1.9/10
C

Company

1.9/10
A

AutoClassifiedLive.com

1.9/10
M

MyThriftyCarSales.com

1.9/10
O

Ontario Locksmith

1.9/10
Y

YourAutoSeek.com

1.9/10
C

C@C LLC

1.9/10
I

IOWA INDUSTRIAL SUPPLY

1.9/10
S

SHADE STREET ROD AND CUSTOM

1.9/10
C

Choice Truck and Equipment

1.9/10
A

AUSTIN LIMO 247

1.9/10
A

Anderson Towing & Transport

1.9/10
A

Andy's Repair, specializing in small engine repair, lawn tractors, push lawn mowers, snowblowers, with free pick up and delivery in Stittsville and Kanata

1.9/10
W

Welcome

1.9/10
A

Andy Wilzoch | Car Parts for Sale

1.9/10
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1.9/10
I

IPM – Imported & Performance Motors

1.9/10
R

RHIPS.com - RHI PowerSports

1.9/10
M

Mid Cape Tire

1.9/10
R

Rebuilt lifters - classic cars, trucks, agricultural, Industrial - Mizpah Precision Manufacturing

1.9/10
C

californiagolfcart

1.9/10
H

Home

1.9/10
H

Home

1.9/10
S

Sonoma County Detailing

1.9/10
H

Home

1.9/10
S

Summit Automotive

1.9/10
S

Superior Towing

1.9/10
S

South Grand Garage

1.9/10
L

Live Wire Auto Electric

1.9/10
T

TheCheapCarStore.com

1.9/10
R

Rhode Island Private Investigator. A RI Private Investigator

1.9/10
P

Planxisteria Vic - Planxisteria FarrΓ©s

1.9/10
W

Welcome to Huronia Overhead Doors

1.9/10
R

Rite Kar

1.9/10
W

websiteforautos.com

1.9/10
U

Used Car Dealer Goodlettsville, TN

1.9/10
S

Shipping Link Inc. International logistics company that ships from the USA to Nigeria.

1.9/10
A

AUSTIN LIMO 247

1.9/10
S

Surwilo Contracting

1.9/10
L

L & L Products

1.9/10
C

CAN

1.9/10
D

Dakota Chassis Works

1.9/10
T

Truck Parts R Us

1.9/10
A

AnyCarsOnline.com

1.9/10
E

EV2 Charge

1.9/10
H

HBR Trucks

1.9/10
S

Speadia

1.9/10
W

welcome to Truck Repair GTA

1.9/10
O

Own Your Own Storage

1.9/10
H

Home

1.9/10
H

Home

1.9/10
O

Owen Insurance Group, Inc.

1.9/10
I

iusedautos.com

1.9/10
W

Web Turbos

1.9/10
M

My Website

1.9/10
A

Advanced Pump, Inc

1.9/10
J

JWrap Auto Design

1.9/10
L

LCE

1.9/10
W

wehavewheelsforyou.com

1.9/10
A

ABT Truck Repair LLC

1.9/10
S

Salty Fleet

1.9/10
C

Custom Service Trucks, Lube Trucks, Lube Skids

1.9/10
M

Made in China Tires: Flat Free Wheels Manufacturer

1.9/10
W

wedontselllemons.com

1.9/10
H

Home

1.9/10
L

LCE

1.9/10
T

TheOnlineCarGuys.com

1.9/10
F

Find Trucking Companies Currently Hiring Truck Drivers

1.9/10
C

carfiguration.com

1.9/10
A

Automotive Wood Restoration

1.9/10
M

Marcelo's Diesel

1.9/10
A

Automotive Wood Restoration

1.9/10
A

Affordable

1.9/10
E

Exciters Customs

1.9/10
D

D&K Logistics

1.9/10
M

My Website

1.9/10
E

EFS Auto - Rochester Auto Repair, Detailing, Car Sales, Rochester NY, 14624

1.9/10
L

L & L Products

1.9/10
A

Automotive Wood Restoration

1.9/10
B

Bonner's Body Shop

1.9/10
A

AffordableMotorSalesInc.com

1.9/10
M

Miller's Towne Tire

1.9/10
M

MJEVERYTHiNG.COM

1.9/10
C

CM Power Motors

1.9/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands β†’

What an AEO score of 4.0/10 means for automotive brands

The average Automotive brand we've scored sits at 4.0/10. 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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