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.

320,072
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,072 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
20,812
Needs Work4-5
61%
194,742
Not Discoverable0-3
33%
104,436

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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320,072 brands scored - page 97 of 3,201

S

Streb Electric

6.1/10
S

Scottsdale European Service

6.1/10
D

Detroit Apparel

6.1/10
C

Creative Signs, Screen Printing and Embroidery

6.1/10
S

Scott Chevrolet

6.1/10
H

Home

6.1/10
C

Chrysler Dodge Jeep Ram Dealer Sparta TN

6.1/10
D

Dover Chevrolet Dealer in Smyrna DE

6.1/10
M

Minnesota Automotive

6.1/10
W

Weiders Hardware

6.1/10
A

Aposhian Garage

6.1/10
U

US Traffic Control Services (USTC)

6.1/10
A

Auto Repair in Edgewater, Deale, Owings, Pasadena and Rockville, MD - Nealey Tire & Auto Location

6.1/10
Z

zippdelivers

6.1/10
A

AB&T Diesel Repair

6.1/10
G

Grainger Nissan of Anderson

6.1/10
H

Home

6.1/10
S

Santana Group

6.1/10
O

Overkill Racing

6.1/10
N

Next Step Auto Sales

6.1/10
P

Professional Automotive Inc.

6.1/10
S

Steele Racing Products

6.1/10
C

Cash N carry

6.1/10
M

Minton's Automotive

6.1/10
O

Orlando Auto Repair - C & G Auto Center Inc. Business Hours Icon

6.1/10
A

Alltech Collision & Paint - Auto Body Shop & Collision Repair Center in Boca Raton, FL

6.1/10
O

O’Daniel Honda

6.1/10
H

Honda Repair Shop Glendale, CA | Honcura Inc CloseClose

6.1/10
A

Aardvark Automotive

6.1/10
A

Austin Windshields

6.1/10
M

Mack Garage

6.1/10
6

66 Auto Color

6.1/10
F

Fox Toyota

6.1/10
L

Lexus of Lexington

6.1/10
C

CNC Fabrication, LLC

6.1/10
D

Duran's Auto Glass

6.1/10
C

Crown Kia in St. Petersburg

6.1/10
K

Kearney Tire & Auto Service

6.1/10
C

Crownsville & Millersville Automotive

6.1/10
P

Porsche Center in Lincolnwood, IL

6.1/10
G

GMC Dealership in Indio CA

6.1/10
J

JM Industrial

6.1/10
V

Vallie Automotive Center

6.1/10
R

Rothsport Racing

6.1/10
B

BMW Dealer in Phoenix, AZ

6.1/10
B

Buick, GMC Dealership in Cullman AL

6.1/10
N

New & Used CJDR Dealership

6.1/10
U

Unlimited Motors

6.1/10
A

APSrustandtint.com

6.1/10
O

OE Wheels

6.1/10
U

US Compliance Services

6.1/10
G

Great North Legends

6.1/10
G

Graphic Designer | Covington, Washington A silhouette of a person with three stars around his head.A person is holding two boxes next to a padlock.A black and white drawing of a computer monitor with gears on it.A black and white icon of a check mark in a circle.A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.A pair of black quotation marks on a white background.A row of black stars on a white background.A pair of black quotation marks on a white background.

6.1/10
W

Whitley Automotive

6.1/10
T

Trucking Planet Free Freight Matching Load Board Shipper Carrier Freight Broker Databases - Trucking Planet Free Freight Matching Load Board Shipper Carrier Freight Broker Databases

6.1/10
A

Auto Repair Services in Moorestown, NJ - InTown Auto Care Clock Icon

6.1/10
G

Gunnells Tires & Auto

6.1/10
T

The Auto Professor

6.1/10
M

Martian Wheels

6.1/10
F

Frederick Auto Repair - Milex Complete Auto Care - Frederick Phone Icon

6.1/10
C

Chevy Dealer in Brewton, AL

6.1/10
H

Hansen & Adkins

6.1/10
L

Lamar Packaging Systems

6.1/10
A

Auto Sales & Special Finance Leads for Dealers

6.1/10
M

Mountain View Imports

6.1/10
W

Wine Country Motor Sports

6.1/10
N

New & Used Ford Car Dealer in St. Louis, MO

6.1/10
P

Powertrain Company

6.1/10
I

IndustrialElectricalCo

6.1/10
L

Lippert Automotive OrderHub

6.1/10
W

Walker Ford

6.1/10
H

Holbrook Auto Parts

6.1/10
E

Eurasian Auto Repair

6.1/10
N

New & Used Chrysler, Dodge, Jeep, RAM Dealership in Cortlandt, NY

6.1/10
F

Fleet Lifecycle Management Solutions

6.1/10
A

Auto Repair in Greensburg, PA - Allwine Curry Inc Location Icon

6.1/10
5

5 Star Locksmith FL

6.1/10
C

Colville Toyota

6.1/10
M

MBMI Metal Buildings

6.1/10
L

Luv Toyota

6.1/10
T

Turbo Tim's Anything Automotive

6.1/10
F

Free Car Trade

6.1/10
S

Shapen Toyota

6.1/10
A

Auto Repair in Grand Island, NE | Whitaker Auto Repair Reviews Stars Rating

6.1/10
R

RAY A MOTIVE

6.1/10
G

Glass | Auto | Home | American Glass Company | AZ A black and white silhouette of a building with a window.A windshield wiper icon in outline style on a white background.A black and white silhouette of a window with curtains.It is a black and white icon of a locker.A hand is holding a siren in its palm.A black and white icon of a ribbon with a star in the middle.A black shield with a white heart on it.A black and white icon of a certificate and a key.A silhouette of a person with three stars around his head.A black and white icon of a check mark in a circle.A black and white icon of a building with a star in a circle.CloseClose

6.1/10
R

Ron's Toy Shop, Inc.

6.1/10
M

Mavlon — AI Drawing Intelligence for Precision Manufacturing

6.1/10
R

Reliable Buick GMC

6.1/10
M

Moritz Kia of Hurst

6.1/10
S

Shepherd Automotive

6.1/10
Q

QuadScore

6.1/10
A

AutoNation Dealership in Littleton, CO

6.1/10
J

JS Alternators

6.1/10
F

FCT Transport & More

6.1/10
A

Al's Certified Auto Repair

6.1/10
A

A3 Brands

6.1/10
D

Diagnoex

6.1/10
2

24/7 Professional Towing & Roadside Assistance in Hayward, CA|

6.1/10
U

US Vehicle Security

6.1/10
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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 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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