AI Scores / Automotive

Automotive AI Scores
Score Your Brand Free
🚗

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.

324,150
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 324,150 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,912
Needs Work4-5
63%
204,311
Not Discoverable0-3
30%
97,844

Only <1% of automotive brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

Score your brand free

324,150 brands scored - page 185 of 3,242

T

Tacoma World

6/10
M

Maison Ferroni

6/10
Q

Quik Tow LLC

6/10
B

Building Blocks Toy

6/10
M

Miller Mountain High Performance

6/10
G

GMA Auto Repairs

6/10
H

Home

6/10
S

Saskatoon North Hyundai

6/10
I

ISOJET Équipements

6/10
E

Expert Locksmith Phoenix

6/10
S

Safe Driving Info

6/10
A

Aerotendencias

6/10
G

Goodwear Auto Center

6/10
B

Brian's Automotive And Diagnostics

6/10
S

Sinopec Online

6/10
T

The Real Way to Dakar - Join the adventure

6/10
R

Reesman Body Shop

6/10
C

CHUCKS AUTO REPAIR SEATTLE

6/10
A

Auto Shanghai—Exhibition in Automotive Industry

6/10
B

Buy Ford Mustang parts online

6/10
A

Auto Service and Repair

6/10
H

HiMag

6/10
R

RideNow Mesa: Powersports Dealer Mesa, AZ

6/10
C

Captain’s Oil | Fast Oil Change in Sulphur LA, Bridge City & Beaumont TX

6/10
A

Auto Shop

6/10
I

Iron Baltic

6/10
R

Riverside Hyundai

6/10
A

Auto Repair in Doylestown, PA | Car Source Reviews Star Rating Icon

6/10
H

Honda St Augustine

6/10
R

Rockridge General Engineering & Excavation

6/10
R

Reparallanta Marbella | Reparar llantas en Marbella

6/10
W

West Philadelphia Locksmith

6/10
C

CAR250

6/10
S

Shop EarlApple Pay icongooglepay

6/10
V

Vantrue

6/10
M

Marshall Goldman Cleveland

6/10
A

Auto Repair Services in Babylon, NY | Frontline Auto Repair Reviews Stars Rating

6/10
C

CarTechHome

6/10
V

Vergnet

6/10
T

TCR Towing & Recovery

6/10
O

Otokar Europe

6/10
T

Total Car Diagnostics

6/10
X

Xion Motors

6/10
U

Unil Opal Fabricant d'huiles et lubrifiants industriels

6/10
B

Bolder

6/10
M

McCarthy Auto Group

6/10
M

MiamiCars.com

6/10
P

Prime Driven

6/10
J

Just Wheels Direct

6/10
G

Goodguys Tire and Auto

6/10
P

Polaris RZR Accessories & Parts for RZR XP 1000 , PRO R/S, Pro Turbo, Trail, and more!

6/10
M

Matthews Hyundai of Greece

6/10
F

Fastener Europe Magazine

6/10
S

Scott Mazda

6/10
V

Volvo Cars Lakeridge

6/10
O

Open Road Honda

6/10
G

Gresham 4 Wheel Drive Trusted for Lift Kit Installations & Wheel Alignments

6/10
S

Service Street

6/10
S

Service Street

6/10
S

Spareto

6/10
G

Guinness Garage Detail

6/10
A

Auto Repair Services in Gum Spring, VA | Gum Spring Automotive Reviews Stars Rating

6/10
D

D&D Automotive, Inc

6/10
C

Covert Chevrolet Hutto

6/10
C

Coyne Oil

6/10
H

Hangar 51 Customs

6/10
H

Hansen’s Auto Service Center

6/10
A

A1 Performance Auto Repair European Specialist

6/10
N

New Ford & Used Car Dealer Near Laurel MD

6/10
L

Lincoln of Ramsey

6/10
N

New & Used Car Dealership in Croton, NY

6/10
C

Checking your browser…

6/10
A

Addison Automotive

6/10
P

Party Bus Columbia

6/10
H

Heath's Tire and Lube

6/10
M

MotorWorld Cadillac

6/10
W

WOLESTOGEL

6/10
M

Mobile Mechanic Pros Of El Paso

6/10
D

DARCARS Chrysler Dodge Jeep Ram Dealer In Rockville, MD

6/10
A

A Kensington Auto Repair Shop

6/10
F

Finest Automobile

6/10
A

Aftermarket Excavator Spare Parts Shop One

6/10
V

Valenti Toyota

6/10
M

mysite

6/10
S

Stephen Rodan

6/10
A

Auto Repair | Hooten Automotive | Springfield, OH Three overlapping speech bubbles with dots inside.Contact Us

6/10
T

Trusted Honda Dealership

6/10
A

Auto Repair in Gap, PA | Andrews Auto Review Stars Rating

6/10
F

flyingmule

6/10
S

South CO Tire

6/10
S

Southern Armature Works - Quality Automotive Repair and Radiator Services

6/10
S

South Park Mitsubishi

6/10
N

Notre

6/10
W

World Volkswagen of Neptune

6/10
J

Jack Miller Auto Plaza

6/10
W

www.thomasofpetersburg.com

6/10
S

Sierra Service Center

6/10
I

Import Service Center

6/10
A

A-Sign & Graphics

6/10
M

Motoresdyg.Com

6/10
Previous
1...183184185186187...3,242
Next
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.

Automotive AI visibility by city

New York CityLos AngelesChicagoHoustonPhoenixPhiladelphiaSan AntonioSan DiegoDallasSan JoseAustinJacksonvilleSan FranciscoColumbusCharlotteIndianapolis

Browse by industry

💻 Tech & SaaS🛍️ Ecommerce & Retail🍽️ Food & Beverage💪 Health & Wellness💅 Beauty👗 Fashion & ApparelAll brands →