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.

735,770
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,770 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,791
Needs Work4-5
53%
388,176
Not Discoverable0-3
42%
309,668

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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735,770 brands scored - page 7313 of 7,358

D

DAL'S BIG RV STORE

1.1/10
D

DAL'S BIG RV STORE

1.1/10
W

Welcome to Blitzkreig Motor Sports Online.

1.1/10
S

sherbutpc

1.1/10
H

Home Page

1.1/10
C

Charlie George

1.1/10
M

Murphy's Auto Repair

1.1/10
D

DENT MASTERS PAINTLESS DENT REMOVAL

1.1/10
M

MK Engineering

1.1/10
E

EBT Logistics Inc. Freight Moving Trucking Company

1.1/10
G

GARZAMOTOR

1.1/10
D

DAL'S BIG RV STORE

1.1/10
M

Motor Sports of Willmar

1.1/10
L

Lineage Engineering, LLC

1.1/10
B

Bear Creek Power Sports, Custom Carts and Small Engines

1.1/10
D

DTV Mechanical

1.1/10
C

C & C CONSULTANTS LLC

1.1/10
5

5 Sec Rechargingβ„’ EVs Inc. β€” Option 4: Black & White

1.1/10
A

A&R Parts

1.1/10
A

A

1.1/10
A

Amarjyot Engineering Works β€” Under Construction

1.1/10
D

DiseΓ±o Web

1.1/10
A

Allstar Mobile Auto Repair

1.1/10
A

APEX AUTO & TRANSMISSION REPAIR

1.1/10
A

Ask Alyssa RN Consulting

1.1/10
A

APVF

1.1/10
P

PDF to JPG

1.1/10
H

Home

1.1/10
N

Newtech Admin Site

1.1/10
J

Jackson Automotive Group

1.1/10
B

bandcautomotiverepair

1.1/10
Ω…

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1.1/10
B

Best Auto Parts

1.1/10
H

Houston Med Stay

1.1/10
B

Blaze Auto Service β€” Coming Soon

1.1/10
B

BrandtCom

1.1/10
B

BKT DSI

1.1/10
C

Car Bros Car Wash

1.1/10
C

CareBan Insurance

1.1/10
C

Cash For Junk Cars Marietta/Atlanta

1.1/10
C

Coming Soon

1.1/10
E

eBay

1.1/10
Y

Your Next Vehicle Is One Message Away

1.1/10
H

Home

1.1/10
C

Canopy Climbers LLC

1.1/10
C

Carlife Recrods

1.1/10
U

Used Car Dealer Dickson, TN

1.1/10
C

Corsa Motorsports

1.1/10
H

Home

1.1/10
W

Welcome to CPF Consulting

1.1/10
C

Cuebaci

1.1/10
D

David Webber

1.1/10
A

Acasă

1.1/10
P

Please Select a Website

1.1/10
W

Welcome to DPCNY.com 516

1.1/10
D

Dynamic Mobile Mechanic

1.1/10
M

My Link in Bio

1.1/10
E

eStore

1.1/10
D

Devsoses International Limited

1.1/10
E

Elite Auto Savings

1.1/10
M

My Website

1.1/10
D

Do

1.1/10
A

Aaron Ford of Escondido

1.1/10
F

Fantastic Construction LLC: Leading Building and Construction Engineering Services

1.1/10
E

Enter At Whitman Rd. or David Ave.

1.1/10
G

Garay Home Restoration: Top Building and Construction Engineering Services in USA

1.1/10
G

Grass Touching Simulator

1.1/10
G

Giovanni & Anthony Auto Inc.

1.1/10
G

Gig Economy Autos

1.1/10
M

My Website

1.1/10
G

gabesroadservice

1.1/10
G

Give a Hoot Comedy Club

1.1/10
G

Grey Hair Lawn Care

1.1/10
H

HHSPM

1.1/10
W

Welcome to R & R Equipment Repairs!

1.1/10
T

Tienda

1.1/10
H

Harbor Oaks

1.1/10
I

iccnglcs

1.1/10
I

IDAHealth

1.1/10
I

Idalie de Cartier

1.1/10
I

I Help TLC

1.1/10
I

iBrox Electric

1.1/10
I

IHostingDesk

1.1/10
H

hummelindustrial

1.1/10
J

Johnson Design & Engineering, PLLC

1.1/10
J

JC’s Boat Detailing & Restoration

1.1/10
I

Industrial Technologies, Inc.

1.1/10
K

knighthawketec

1.1/10
H

Home

1.1/10
M

My Website

1.1/10
L

la-rotistreet

1.1/10
J

Jaguar Romance Portfolio

1.1/10
J

J&C Auto Sales

1.1/10
M

My Digital Business Card

1.1/10
L

Larry Mull Photo

1.1/10
K

krodmotorsllc

1.1/10
H

Harrison Engineering LLC

1.1/10
K

Kelly Regino Portfolio

1.1/10
M

My Digital Business Card

1.1/10
K

Kingwood Car Shows

1.1/10
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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 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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