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.

319,782
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,782 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
20,896
Needs Work4-5
61%
195,420
Not Discoverable0-3
32%
103,384

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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319,782 brands scored - page 3176 of 3,198

B

Boulder City Trailers :: Custom Trailer Manufacturing :: Boulder City, NV

1.5/10
M

Marine Surveyor, Boat Inspections, Yacht

1.5/10
N

Nelsonville Taxi

1.5/10
H

Hewitt's Garage since 1946

1.5/10
A

A+ Signs and Banners

1.5/10
S

Say Gidday

1.5/10
K

KAT Performance Coatings

1.5/10
M

Mobile Air Group

1.5/10
P

POWERED BY DIESEL INC.

1.5/10
D

Daybreak Woods Homeowners Association

1.5/10
C

cep1

1.5/10
R

Randy's Auto & Farm Supply

1.5/10
H

hidemytattoo

1.5/10
H

Home

1.5/10
A

A Plus Garage Doors ATX

1.5/10
A

APV Auto

1.5/10
J

JC RV Repair

1.5/10
U

Used Car Dealer Murfreesboro, TN

1.5/10
A

Auto Repair Chicago

1.5/10
Q

quakerlaneroadside

1.5/10
P

Predator Downhole

1.5/10
A

alexandriaroadsideassistance

1.5/10
M

Maryland Transmissions / Maryland Auto Service

1.5/10
B

Bpt Robotics Homepage

1.5/10
L

Luther Hyundai Dealers

1.5/10
C

Custom Performance

1.5/10
R

Raider Snowmobile Parts NOS

1.5/10
W

where IN the world IS audi?

1.5/10
C

compassglassinc.com

1.5/10
I

Imperial House

1.5/10
A

Aviation Parts Supplier

1.5/10
E

ertco

1.5/10
S

Seacoast Mechanic and Mobile Repair |

1.5/10
H

Home

1.5/10
4

4 Rivers Management Worldwide

1.5/10
A

Auto Mode USA SPLASH PAGE

1.5/10
E

Eastepp Drawing & Design Services

1.5/10
T

Tampa Mobile Oil Change

1.5/10
M

Motor City Solutions

1.5/10
B

Blank Title

1.5/10
N

North Texas Motors

1.5/10
C

Church Bus Supply

1.5/10
D

Dutton LocksmithοΏ½s La Mirada CA

1.5/10
G

GREEN LOCKSMITHοΏ½S VENTURA

1.5/10
G

Global LocksmithοΏ½s Van nuys CA

1.5/10
Q

Qualitech Electronic Digital Motor, Engine and System Controls

1.5/10
A

AMERICAN LOCKSMITHοΏ½S CAMARILLO

1.5/10
9

913 Auto Supply

1.5/10
A

Apex Roadside

1.5/10
A

Auto Pro SDR

1.5/10
B

BAYFIELD BLUEBERRIES

1.5/10
H

Home

1.5/10
C

Carport 1 Used Cars in The Tri

1.5/10
D

DIME

1.5/10
C

ContiConnect

1.5/10
H

Hollingsworth Auto Sales

1.5/10
J

JMZ Automotive Collision And Repairs -

1.5/10
K

Kash King Towing

1.5/10
L

Luxury Auto Mall, Inc.

1.5/10
E

Express Towing Services LLC

1.5/10
U

US Plus Warranty

1.5/10
M

My Link in Bio

1.5/10
W

Wise Auto Repair

1.5/10
O

Ozzy's Auto Center - Sales, Service & Repair in Salt Lake City, Utah

1.5/10
M

Main Street Printers

1.5/10
T

The RC Pit

1.5/10
B

Brandon Sands Site

1.5/10
V

Van Mann

1.5/10
E

Eric E. Shear

1.5/10
H

Home

1.5/10
A

Auto Link Center

1.5/10
G

GARCIASΒ΄S Auto Repair

1.5/10
H

Home

1.5/10
H

Home

1.5/10
R

R & L Mohr, Inc. : : Welcome!

1.5/10
E

Empire's Superior Auto Detailing

1.5/10
C

Cardinal Valley Rail

1.5/10
S

SLADE'S INDUSTRIAL SERVICES, INC.

1.5/10
O

OBDFix.com

1.5/10
O

Open Road Honda

1.5/10
R

R & L Mohr, Inc. : : Welcome!

1.5/10
C

Chicago Truck DockChicago Truck Dock

1.5/10
D

Doug's Auto Sale's & Salvage Inc

1.5/10
R

R & L Mohr, Inc. : : Welcome!

1.5/10
C

Chicago Truck DockChicago Truck Dock

1.5/10
R

R & L Mohr, Inc. : : Welcome!

1.5/10
T

Tommy Car Wash Systems of Florida LLC

1.5/10
M

Mt. Holly Motorsports

1.5/10
M

Mufflerman, Inc.

1.5/10
2

214junk

1.5/10
5

5511 Paseo del Lago West, 1C, Laguna Woods, CA 92637

1.5/10
A

Adams Transport Company

1.5/10
D

Damage Vehicle Report

1.5/10
A

Ace Away Mechanic Services

1.5/10
A

Austin Enterprises, Inc.

1.5/10
A

All set automotive

1.5/10
A

ALJAWDAH VEHICLES TESTING

1.5/10
A

Al's Automotive Mobile Service

1.5/10
A

Amber's Antique

1.5/10
M

My Website

1.5/10
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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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