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.

320,210
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,210 Automotive Brands

AI-Ready8-10
<1%
84
Getting There6-7
7%
21,373
Needs Work4-5
62%
197,721
Not Discoverable0-3
32%
101,032

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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320,210 brands scored - page 3165 of 3,203

A

AUTO SOLUTIONS FZ LLC

1.8/10
A

AutoSwap USA

1.8/10
U

Used Car Dealer Madison, TN

1.8/10
A

Auto Pjese Neza

1.8/10
H

Home

1.8/10
A

Auto Hussein

1.8/10
A

Auto Plus 52

1.8/10
B

Bag of Trucks

1.8/10
A

AutoInx

1.8/10
A

Aviation Insurance Company

1.8/10
B

BB G-Wagons

1.8/10
A

A1 Bearing and Chain Inc.

1.8/10
B

Bell Wasik Lifetime Parts

1.8/10
B

Barton's Automotive Repair

1.8/10
M

Mobile Mechanic Bay Shore NY

1.8/10
A

A1 Bearing and Chain Inc.

1.8/10
B

BJG Trucking Inc.

1.8/10
H

Home

1.8/10
T

THE BIG RIG BRAKE SHOP

1.8/10
T

THE BIG RIG BRAKE SHOP

1.8/10
B

Birnamwood Repair

1.8/10
C

Cardon Communications

1.8/10
B

BSM Towing

1.8/10
C

CARARMO

1.8/10
C

Calebsqualityrentals

1.8/10
C

Capstone Auto

1.8/10
C

Cars And Trucks Sales

1.8/10
H

Home

1.8/10
C

C & J Automotive Services

1.8/10
L

Lehmer's Concord GMC

1.8/10
M

My Site 1

1.8/10
P

phillycreditstore.com

1.8/10
C

cladcoating.com

1.8/10
C

CNT Towing

1.8/10
C

Com

1.8/10
C

Custom Baggers Home Page

1.8/10
C

coresarreaga.com

1.8/10
C

Classic Japanese Imports

1.8/10
C

CarLotGraphics.com

1.8/10
D

Dale Williams Auto Repair

1.8/10
M

My Website

1.8/10
D

DELRI

1.8/10
T

Truck and Trailer Transportation in Laredo, TX: DSM Transport, LLC

1.8/10
D

dollyscleansweep

1.8/10
E

E & K Trucking

1.8/10
E

Encanto Auto Group — Car Sales, Auto Service, Tires & Window Tint in Phoenix, AZ

1.8/10
E

Ebike Rentals Canada

1.8/10
E

Eduardo Commercial Truck Smog Check

1.8/10
A

Auto Parts Manufacturer & Global Sourcing Partner

1.8/10
E

Edenvale Gates & Doors

1.8/10
M

My Website

1.8/10
E

ET Dually Wheels

1.8/10
E

empireautoservicepa

1.8/10
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1.8/10
I

index

1.8/10
E

EveryMechanicJob

1.8/10
E

ezCarPack.com

1.8/10
U

Used Car

1.8/10
F

fasthailrepairs

1.8/10
B

Blue Ridge Manufacturing, Freedom Quality Truck Bodies

1.8/10
F

FXBG Auto Repair

1.8/10
F

Flow Dynamics Pump & Motor

1.8/10
U

Used Car Dealer Tullahoma, TN

1.8/10
G

Garage Door Repair Hayward CA

1.8/10
G

Garage Door Repair Hayward CA

1.8/10
G

Garage Door Repair Santa Clara CA

1.8/10
G

Garage Door Repair Hayward CA

1.8/10
G

Guardian Garage Doors & Repairs

1.8/10
G

Georgia Roadside Help

1.8/10
G

GLOBAL BEARING EXPORTS

1.8/10
E

ET Dually Wheels

1.8/10
H

Home

1.8/10
H

Hauer Auto Sales

1.8/10
H

Highway 9 Rides

1.8/10
H

HANCOCK COUNTY CLEANFILL

1.8/10
I

IAXMotors, Diagnóstico Automotivo Avançado

1.8/10
I

Iron Asset Management LLC

1.8/10
H

Hydrabollard AE632 from Automated Equipment Company, Seattle, WA.

1.8/10
S

Snowmobile Graphics and DecalsVehicle Decals & Graphics

1.8/10
A

Auto dealer website

1.8/10
I

interferometerlab

1.8/10
H

hometownebrakeandmuffler

1.8/10
I

ITS Logistics

1.8/10
I

inandouttiresandwheels

1.8/10
I

Invest Motors

1.8/10
L

Lucas Ingellis Electric

1.8/10
K

Knight Towing

1.8/10
H

Huales

1.8/10
I

Industrial Truck Rentals

1.8/10
K

Kissimmee SEO Services Kiani Wise SEO

1.8/10
I

Independent Psychological Examiners and Consultants

1.8/10
J

JFab Engine Works

1.8/10
I

INTRANET ÓPTICA

1.8/10
L

LiftX Towing

1.8/10
I

Ioniq5

1.8/10
U

Used Car Dealer Nashville, TN

1.8/10
L

Leucadia Lift & Load

1.8/10
H

Home

1.8/10
L

Lynn Harbor Marine

1.8/10
N

NY Lux Drivers

1.8/10
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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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