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.

735,765
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,765 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,802
Needs Work4-5
53%
388,195
Not Discoverable0-3
42%
309,633

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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735,765 brands scored - page 30 of 7,358

C

California Road Charge

6.7/10
S

SOURCIX

6.7/10
V

VinAudit | VIN Check | Vehicle History Report | Automotive Data

6.7/10
H

Hensley Legal Group, PC

6.7/10
V

Victra

6.7/10
R

Rural Mutual Insurance Company

6.7/10
G

Goodyear

6.7/10
Y

YUPLAY

6.7/10
W

Web EDI Services Provider & Software Solutions for 30+ Years

6.7/10
P

Pure Electric

6.7/10
T

Tires Online For Sale: Buy Tires & Wheels Online w/ Free Shipping

6.7/10
T

TRASKA Watches

6.7/10
P

P'TIT TRAIN DU NORD

6.7/10
I

Impex Auto Glass

6.7/10
T

TATA AIG

6.7/10
K

KC Tool

6.7/10
A

ACR Electronics, Inc

6.7/10
B

BimmerLife

6.7/10
B

Boxcar

6.7/10
N

NOSTEC LIFT

6.7/10
N

Not Sealed

6.7/10
L

Las Estrellas

6.7/10
G

Genuine OEM Acura Parts and Accessories Online

6.7/10
D

DENSO Auto Parts

6.7/10
H

Hawaii Car Rental in Waikiki, Honolulu, Oahu

6.7/10
D

drivingfast.net

6.7/10
O

OCASIONPLUS 🥇 120 Centros en España. +20.000 Coches

6.7/10
P

Primos

6.7/10
O

Odies Oil: The Perfect Solution for Renewing Wood Floors

6.7/10
A

Art Car Parade

6.7/10
F

Florida Man - Official Site of the Legendary Florida Man

6.7/10
S

SAPIENTIAM AUTEM NON VINCIT MALITIA

6.7/10
A

ATG Access

6.7/10
C

CarPro

6.7/10
T

TeslaNorth.com

6.7/10
T

The Lead

6.7/10
T

The Intercooler

6.7/10
S

Sienci Labs

6.7/10
T

Truck Tires, SUV Tires, Commercial Tires & More

6.7/10
A

Atletismo Sudamericano

6.7/10
L

Leica Camera

6.7/10
P

Private Used Car Sales Made Safe & Easy

6.7/10
G

Geod Studio

6.7/10
S

SIMBOTT

6.7/10
C

Cool Shift Knobs

6.7/10
A

Attico Elevators

6.7/10
F

Factory Five Racing

6.7/10
F

Fearless Health Journalism

6.7/10
K

Kaiser Romanello, P.A - "We Don't Take 'Low' For an Answer"TM

6.7/10
T

The Ranger Station

6.7/10
F

Forza

6.7/10
F

fairmontsentinel.com

6.7/10
T

The World Hum Map and Database Project

6.7/10
P

Pre

6.7/10
M

Mobile Video Guard

6.7/10
S

Saal Digital

6.7/10
G

Gevo

6.7/10
K

Keith Law Group

6.7/10
T

ThereminGoat's Switches

6.7/10
A

Altavista Inmobiliaria Costa Rica

6.7/10
A

AutomotiveAftermarket.org

6.7/10
T

This Day In Automotive History

6.7/10
F

freegan.info

6.7/10
F

Free Range International - Outside the Wire, Inside the Loop

6.7/10
D

Danny's Engineportal

6.7/10
A

Affordable Website Design Service Atlanta GA -

6.7/10
T

Texas Hot Rides

6.7/10
D

DansLesCoulisses.com

6.7/10
H

Help us in helping Ukraine.

6.7/10
G

GTA San Andreas v2.11.245 Mod APK+OBB (Unlimited money+cleo)

6.7/10
S

Sports Memorabilia & Signed Jerseys | NFL, NBA, MLB, NHL, NCAA A black and white drawing of a box with two arrows pointing in opposite directions.A hand is holding a credit card in its palm.A black and white drawing of a basketball on a white background.A black and white drawing of a padlock on a white background.

6.7/10
J

Joyride

6.7/10
W

Wheel-Size.com

6.7/10
S

Storage Rentals of America

6.7/10
M

MyCarVoice

6.7/10
S

standvirtual.com

6.7/10
L

LNN

6.7/10
S

stantonfriedman.com

6.7/10
L

Levine Law Accident Attorneys

6.7/10
T

Taiyuan Simis Investment Casting Co., Ltd

6.7/10
C

Classic Firearms

6.7/10
T

TireGrades

6.7/10
T

Todo Provincial

6.7/10
P

PGurus

6.7/10
S

Superior Replacement Windows Phoenix AZ | Quality Glass & Professional Installation Service is our Signature

6.7/10
W

Winter Wonderland

6.7/10
A

American Stewards of Liberty

6.7/10
T

TopElectricSUV

6.7/10
A

Arne's Antics

6.7/10
E

Experts Towing Services in Phoenix. Fast & Professional

6.7/10
1

1lumen.com

6.7/10
G

GlobalChinaEV

6.7/10
H

Habtoor Motors - Automobile distributor in UAE

6.7/10
C

Carvaganza

6.7/10
P

Polk Today

6.7/10
R

RV Safety

6.7/10
H

Home

6.7/10
F

Fights Around The World

6.7/10
L

Lake Charles Toyota

6.7/10
B

Beyond the Flag

6.7/10
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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 3.7/10 means for automotive brands

The average Automotive brand we've scored sits at 3.7/10. 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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