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.

735,750
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,750 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,800
Needs Work4-5
53%
388,185
Not Discoverable0-3
42%
309,630

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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735,750 brands scored - page 32 of 7,358

D

drjessesantiano.com

6.7/10
B

Burbank's House of Hobbies

6.7/10
D

Driversprep.com

6.7/10
W

We Insure

6.7/10
G

Genuine OEM Nissan Parts and Accessories Online

6.7/10
F

Fairfield Circuitry

6.7/10
B

Beat-Sonic USA

6.7/10
F

FundKite Business Funding

6.7/10
X

XYZ CARGO

6.7/10
A

AutoSock

6.7/10
E

Evil Genius Games

6.7/10
N

Necropraxis

6.7/10
M

Mysore to Coorg Cab

6.7/10
N

Nissan

6.7/10
T

TYCORUN

6.7/10
S

SaltwaterAquarium

6.7/10
A

autocolourbank

6.7/10
Q

Quizur

6.7/10
W

We Are Likewise

6.7/10
L

Leezu's

6.7/10
P

Powersports Destination Super Store

6.7/10
M

my Croatian Yacht Charter

6.7/10
E

EMUAID®

6.7/10
A

AI Text to SVG Generator & Image Vectorizer

6.7/10
9

9Barista

6.7/10
H

HCS Voice Packs Ltd

6.7/10
C

Canadian Gearhead

6.7/10
S

Screencasting.com

6.7/10
V

vinylfrog

6.7/10
C

Cue Press

6.7/10
F

Flying Window Tinting

6.7/10
F

Fast & Convenient Car Rental at 1,500+ Locations

6.7/10
P

Premium Automotive Sound Deadening & Performance Car Audio

6.7/10
W

We Power Your Car

6.7/10
C

CITY TRANSFORMER

6.7/10
E

echo/neutra

6.7/10
J

JessEm Tool Company

6.7/10
R

RAAH Group - Innovative and Specialized Safety Products

6.7/10
M

mobapad

6.7/10
T

The Shipyard

6.7/10
B

BODERRY

6.7/10
L

LP Aventure Inc

6.7/10
P

PDFLiner

6.7/10
M

MOES

6.7/10
L

Lexmovea

6.7/10
S

Saar Shani Towing

6.7/10
W

Workshop Software | Workshop Management Software

6.7/10
J

Jammin J Auto | St. Louis brake service near me, Car Fluid Flush St. Louis, Auto Suspension Repair in St. Louis, Power Steering Repair Shop in St. Louis, Alignment Shops in St. Louis, Custom Car Exhaust Shops in St. Louis

6.7/10
T

The Smartest House

6.7/10
F

Flashark

6.7/10
G

Genuine OEM Toyota Parts and Accessories Online

6.7/10
S

Saphir Beauté du Cuir

6.7/10
E

El Marplatense | Plataforma de noticias, información y entretenimiento de Mar del Plata y la Costa Atlántica Argentina. Contenidos en web, redes sociales y radio.

6.7/10
C

Caruso Carsharing

6.7/10
K

KLOEPFEL by EPSA

6.7/10
G

Grupo La Plana

6.7/10
H

Hidden Door Store

6.7/10
B

Bond Wolfe

6.7/10
W

WheelsJoint.com

6.7/10
S

SEQURE

6.7/10
U

Uptown Rent a Car

6.7/10
I

iTyreCare Car Service Center

6.7/10
T

Two Step Performance

6.7/10
Z

Zero Fatalities

6.7/10
C

CRS Automotive - Expert vehicle & truck service center in Hamilton

6.7/10
W

Wings Credit Union

6.7/10
G

Goblintechkeys

6.7/10
N

Natures Generator

6.7/10
P

PIONER

6.7/10
N

Nicolas Aubineau - Diététicien Nutritionniste du Sport

6.7/10
P

Parker Mountain Machine

6.7/10
X

XTRONS

6.7/10
B

Beyond the sea - Solution de traction par kite pensée par les marins, pour les marins

6.7/10
B

BoardGameGeek Store

6.7/10
F

Forward Air Cargo Service and Clearance LLC

6.7/10
W

WHOLEGRAIN CYCLES

6.7/10
E

ENVO MOONBIKE

6.7/10
D

Draper Tools

6.7/10
R

Razão Automóvel

6.7/10
T

Tempo Real RJ

6.7/10
M

myparkingsign.com

6.7/10
L

lavaca

6.7/10
Z

Zag Daily

6.7/10
T

TheBlockZone

6.7/10
S

ShearComfort Seat Covers

6.7/10
R

RokBlokz

6.7/10
G

Genuine Mopar Parts & Accessories

6.7/10
P

Project Gus

6.7/10
A

AELF

6.7/10
M

My Social Book

6.7/10
I

InfoAmazonia

6.7/10
H

Hcalory

6.7/10
A

Auto Quarterly

6.7/10
M

Meike Global

6.7/10
A

AideDD » Donjons & Dragons

6.7/10
E

ENGWE UK Official

6.7/10
O

Ossila

6.7/10
D

Duferco Energia

6.7/10
C

Concealed Nation

6.7/10
B

Below The Radar

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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