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.

320,039
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,039 Automotive Brands

AI-Ready8-10
<1%
86
Getting There6-7
7%
21,881
Needs Work4-5
63%
200,185
Not Discoverable0-3
31%
97,887

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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320,039 brands scored - page 134 of 3,201

D

DIY Bike Fix

6/10
D

DMS Bike

6/10
D

DNA ON Track

6/10
D

DN AUTOMOTIVE

6/10
D

Doehrman, A Western Pump Company

6/10
D

Dolan Toyota: New & Used Car Dealership in Reno Serving Carson City and Reno area.

6/10
N

New & Used Ford Dealer Utica NY

6/10
A

AAAA Auto Storage & Car Park

6/10
A

aaaint

6/10
A

AA Anchor Bolt

6/10
S

Sun Auto Tire & Service

6/10
A

Auto Repair West Valley City, UT | AA Auto Repair auto repair west valley city utA stack of tires with a wheel on top of them.A car with a broken windshield and a wrench.A car with a gear in a cloud above it.A hand is holding a wrench in its fist.A windshield wiper icon on a white background.A black and white icon of a car with smoke coming out of it.A black and white icon of a stack of tires with a recycling symbol.CloseClose

6/10
A

A Able Wrecker INC

6/10
A

A&A Auto Sales LLC

6/10
J

JT Equipment

6/10
F

FODNews.com

6/10
A

AA FLEET SERVICE

6/10
A

Auto Repair in Corning, NY | J&T's Auto Cafe Review Stars Rating

6/10
A

AAGRT

6/10
C

Centech Wiring

6/10
A

AAMCO Pasadena, TX

6/10
F

Folsom Tire Pros & Complete Automotive Service Center

6/10
F

FOMI Care | We Bring Relief Naturally

6/10
A

A & B Auto Body Inc.

6/10
C

Central Mazda

6/10
C

CEO Mastery - Build a Better Business

6/10
A

Aaron Metals

6/10
C

CeramicFX

6/10
F

Ford Edge Forum

6/10
C

Ceramic Pro San Diego

6/10
N

New Vehicles

6/10
F

Ford of Claremont

6/10
F

Ford Tremor Forum | Ford Super Duty

6/10
T

Trailers for Sale and Rent

6/10
F

Forklift Wreckerยฎ

6/10
A

Abbasi Auto Group LTD

6/10
M

Maserati & Ferrari Exotic Performance Parts

6/10
F

Formula Garage

6/10
A

Argus AI

6/10
A

Abby Spring Suspension

6/10
C

Create AI Solutions in minutes!

6/10
A

ABC MOTORS

6/10
F

Fortes Bros Inc. Emergency Roadside services

6/10
F

Forte's Parts Connection

6/10
F

Fortune Wheel

6/10
N

Nissan Dealership in Fort Worth

6/10
R

RIO VISTA Chevrolet Dealer in Rio Vista CA

6/10
J

Jump with Roxy

6/10
J

JunkbaseTX

6/10
J

Junk Car Cash Out

6/10
A

Able Lock & Key

6/10
A

ABOMINATRON - Underground - Diseรฑos de Culto

6/10
E

Envision Ford of Duarte

6/10
ุฎ

ุฎุงุต ุนู† ู…ุตุฑ

6/10
O

OEC

6/10
J

Just Enduro Shop

6/10
I

Integrity Automotive

6/10
A

Absima Shop

6/10
#

#1 AI Tattoo Generator & 5.100.000+ Tattoo ideas. Your Personal AI Tattoo Artist

6/10
N

New and Used Chrysler, Dodge, Jeep and Ram Dealer Chadron

6/10
J

Jeep Dealer

6/10
F

Fowler GMC

6/10
F

Fox Acura

6/10
N

New & Used Vehicles Dealer in Farmington Hills, MI

6/10
F

Fox Chevrolet

6/10
N

New Toyota and Used Car Dealership

6/10
F

Fox Mazda

6/10
N

Nissan & Used Car Dealer Grand Rapids, MI

6/10
F

Fox Subaru Macomb

6/10
M

Melon Playground

6/10
Y

Your Auto Experts

6/10
R

RAJATOTO : HomePage Situs Maxwin Dengan Pola Anyar Konexx X100000 Bergetar

6/10
B

Bรผrkert Fluid Control Systems

6/10
"

"Kids learn about Animals" application

6/10
R

RideNow Austin: Powersports Dealer in Austin, TX

6/10
Q

Quick News Pulse -

6/10
M

mansonnet

6/10
G

Great Global Magazine - Insights and Features -

6/10
K

Kreidlerbike

6/10
A

Architecture Social

6/10
P

Prime Car Wash

6/10
N

Neuphoria : Survival

6/10
A

ASE Automotive Exam Test iOS App

6/10
S

SOTO88

6/10
L

Lubrication Specialties

6/10
E

European Thermodynamics Limited

6/10
O

OTRUSA.COM

6/10
B

bunbury4x4recyclers - Your Trusted Local 4WD Wrecker

6/10
S

Speed Circuit

6/10
L

Liftkits4less

6/10
P

Pebble

6/10
I

In The Carยฎ

6/10
N

Neatcar

6/10
M

MwCustoms Inc.

6/10
D

Default

6/10
A

Athenee Theatre

6/10
A

Automotive Addicts

6/10
A

Advantage Toyota

6/10
J

Jeep Problems

6/10
D

Drift Hunters

6/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands โ†’

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

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