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 65 of 5,531

V

VSE

6.4/10
W

WeSettle - Personal Injury Lawyer in Brooklyn New York | Tanya Gendelman, P.C.

6.4/10
J

John Carnessali | Syracuse Photographer | Family, Wedding, Headshots and more - Syracuse photographer with 20 years experience. Award Winning.

6.4/10
E

Ecomobl Electric Skateboards

6.4/10
A

All German Auto

6.4/10
B

Boulder’s Choice for Car Repair & Service | Pellman’s Automotive Black car icon.Black and white calendar icon.Black location marker.Black phone receiver with radiating sound waves.Black Car IconBlack and white calendar icon.Black location marker.Black phone receiver with radiating sound waves.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Checkmark symbol in a starburst.Check mark inside a circle.Black location marker.Black phone receiver with radiating sound waves.Black phone receiver with radiating sound waves.Black and whtie calendar icon

6.4/10
C

Commonwealth Window Tinting

6.4/10
T

Thunderhill Raceway Park

6.4/10
A

ace-laboratories

6.4/10
P

Personal Injury Lawyers

6.4/10
H

Holden Insurance Agency

6.4/10
E

Eurotech Car Care Center

6.4/10
M

Morris Injury Law

6.4/10
A

Auto Repair in Newburyport, MA | State Automotive Repair Google Reviews Icon

6.4/10
L

Locksmith Las Vegas

6.4/10
J

JEEP, RAM, Chrysler Dodge Dealer Serving Des Moines, IA

6.4/10
T

The Raider Image

6.4/10
B

BMW Shop Costa Mesa, CA | Bullet Performance Engineering A black and white drawing of a medal with a ribbon.A man in a hat is holding a wrench.A black and white drawing of a clock with an arrow pointing to the right.A black and white drawing of a piece of paper with three lines on it.A black and white icon of a speech bubble on a white background.CloseClose

6.4/10
A

Auto Repair Richmond Heights, MO | Big Bend Auto Center White check mark inside a black circle.White check mark inside a black circle.Black circle with a white checkmark inside.Black circle with a white checkmark inside.Black circle with white checkmark.A black circle with a white checkmark inside.Black circle with a white checkmark inside.Black circle with a white checkmark inside.Black wrench over a car, symbolizing auto repair.Black silhouette of a car, wrench, and hand, suggesting auto repair or service.Black car emitting black smoke.A black graphic of a car wheel with suspension system.Car being inspected at emissions testing station.A black tire with a wrench icon, symbolizing auto repair.Two overlapping speech bubbles with dotted lines inside.Contact Us

6.4/10
M

MartiniWorks

6.4/10
T

The Johnson Injury Firm

6.4/10
I

Insurance Broker Dallas, TX

6.4/10
T

Tires Philadelphia Call For A Prompt Quote 215

6.4/10
F

Function Factory Performance

6.4/10
C

Chapman Hyundai Scottsdale

6.4/10
D

Dynamic Appearance Atlanta

6.4/10
D

Denny Menholt Honda

6.4/10
C

CARZ4US

6.4/10
A

Arnie Bauer Chevrolet

6.4/10
B

Best Auto Body Shop Rockford, IL | Auto Body Specialists Inc Black circle with white checkmark.Black circle with a white check mark.Black circle with white checkmark.Black circle with white checkmark.Black circle with white checkmark.Black circle with a white checkmark.Three overlapping speech bubbles with dots inside, representing a conversation.Contact Us

6.4/10
N

Nekotwo

6.4/10
G

Getloaded

6.4/10
B

Best USA Moving Companies | Moving Me

6.4/10
L

Lifting Equipment Store USA

6.4/10
M

Mechanic Rochester, NH | Doug's Towing & Automotive Repair CloseClose

6.4/10
G

German Performance Options

6.4/10
L

Land Cruiser Heaven

6.4/10
H

Hankook Motorsports

6.4/10
P

Prestige Motorsports

6.4/10
O

OEM & Aftermarket Wheels, Hubcaps, and Rims for Trucks, Cars & Vans

6.4/10
G

Garber Chrysler Dodge Jeep Ram in Saginaw

6.4/10
P

Professional Underwriters

6.4/10
P

Precision Electrical Steel Laminations

6.4/10
K

Kwik Kar

6.4/10
P

Premier F&I Provider

6.4/10
R

Rivard Buick GMC

6.4/10
E

Expedite Towing

6.4/10
F

Freedom Motors USA

6.4/10
J

Jim Glaser Law

6.4/10
X

X

6.4/10
R

Rob Levine Law

6.4/10
D

DeMan Motorsport

6.4/10
E

ENEOS

6.4/10
A

Adam Ierymenko

6.4/10
T

Top Used Cars in Plano

6.4/10
P

ParkPlus

6.4/10
W

White Lion Bonding & Insurance Services | Surety Bonds | Performance Surety Bonds Company

6.4/10
U

Ultimate Tattoo Supply

6.4/10
U

UnionTech -

6.4/10
C

Captain Words

6.4/10
P

Pacific Workers', The Lawyers for Injured Workers

6.4/10
P

Pau Garcia-Mila

6.4/10
T

The 215 Guys

6.4/10
S

SBE

6.4/10
C

Creators adv

6.4/10
W

Wilsons Auctions

6.4/10
R

Real Federación Española de Judo y Deportes Asociados

6.4/10
F

Firstleaf

6.4/10
K

KO Storage

6.4/10
M

MVD Express

6.4/10
C

Canyonland Jeep Rentals

6.4/10
M

Mayfield Law, LLC

6.4/10
E

Exotic Car Rental In Houston

6.4/10
F

Festival HestivÒc

6.4/10
S

ScioSense

6.4/10
M

MiniCo Insurance

6.4/10
E

Expert Auto Repair in Las Vegas, NV | Don's D.I. Auto & Truck Service Reviews Stars Rating Icon

6.4/10
Z

ZARAGOZALA - Qué hacer en Zaragoza - Ocio, cultura y turismo de Zaragoza

6.4/10
A

Auto Movers USA

6.4/10
P

Personal Injury Lawyers in Los Angeles | Adamson Ahdoot LLP

6.4/10
M

MiniNail

6.4/10
T

Titan Worldwide

6.4/10
I

i-bejar

6.4/10
C

Colonial Toyota

6.4/10
C

C0MPLÉX1 |

6.4/10
L

LiveGood

6.4/10
T

Tolomatic

6.4/10
A

Auto Transport | Land O Lakes, FL | Graham Family Hand holding a shield with a checkmark, symbolizing security.Stick figure family under a protective roof formed by parents.Truck in front of globe, likely representing international shipping.Hand holding a dollar coin.Hand holding a shield with a checkmark, symbolizing protection and security.A family of stick figures, an adult male and female, sheltering a child.Black and white icon of a truck in front of a globe, suggesting global shipping.Hand holding a coin with a dollar sign.Five black stars in a row.Five black stars in a row.Five black stars on a white background.Five black stars in a row, rating or review symbol.

6.4/10
H

Houston Key Locksmith

6.4/10
A

AB Dynamics

6.4/10
T

Titan Auto Group

6.4/10
J

JB Poindexter & Co -

6.4/10
F

FlyAVP

6.4/10
J

Jamil Mansilla

6.4/10
N

New Berlin Plastics

6.4/10
W

Women In Automotive®

6.4/10
T

Toyota Of Bozeman

6.4/10
C

Carbon Revolution

6.4/10
Y

Your World Protected by McCue

6.4/10
L

Lexani Motorcars

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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