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.

702,750
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 702,750 Automotive Brands

AI-Ready8-10
<1%
125
Getting There6-7
5%
36,235
Needs Work4-5
53%
371,189
Not Discoverable0-3
42%
295,201

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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702,750 brands scored - page 59 of 7,028

T

TireWheelGuide.com

6.5/10
C

Charlotte Private Investigator - Fragale Investigations |

6.5/10
C

CarInsurent

6.5/10
T

Travel Cars New Zealand

6.5/10
T

Topnotch SEO

6.5/10
C

Corsair Marine Trimarans

6.5/10
C

Car Deal Expert

6.5/10
V

VOD Steel Buildings -

6.5/10
M

Mike's Carburetor Parts

6.5/10
C

Colorado MV Express

6.5/10
M

Maho | Prentice, LLP

6.5/10
M

MT Helmets

6.5/10
V

Valor Fireplaces

6.5/10
T

The Zimmerman Law Firm, P.C.

6.5/10
C

Carlex Vehicles

6.5/10
S

Somonion

6.5/10
S

SalvageBikesAuction.com

6.5/10
P

Product Design and Manufacturing

6.5/10
S

Sam's Signs

6.5/10
M

MPOTURBO

6.5/10
D

Deliverea

6.5/10
A

Aviator แ‰ O jogo do aviรฃo icรดnico

6.5/10
C

CrealityFalcon | US

6.5/10
J

jamjar

6.5/10
L

Locksmith Port St. Lucie & Car Keys

6.5/10
J

James Gin

6.5/10
H

HESS Automobile

6.5/10
L

Locksmiths Of Colorado Springs

6.5/10
S

Selmachโ„ข Machinery

6.5/10
G

Green Building Elements

6.5/10
X

Xtreme Mudder Wheels

6.5/10
I

Import or export a car

6.5/10
G

Garage Door Company Farmingdale NY | Ed Mojica Installations Warehouse icon with upward and downward arrows above a closed garage door.Black and white icon of a house with a triangular roof and three horizontal lines.Black and white line drawing of a building with a garage door, a parking sign, and a flag.Three overlapping speech bubbles with dots inside.Contact Us

6.5/10
J

jacketskingdom

6.5/10
R

REMMOTORCYCLE

6.5/10
R

RC GroรŸhandel & B2B

6.5/10
E

Empowered by Ashley

6.5/10
O

Omni3D | Industrial 3D Printing Solutions

6.5/10
C

Cesar Nieto

6.5/10
T

Toronto Motorsports

6.5/10
P

Profesyonel SEO ve E-ticaret Uzmanฤฑ โ€“ Yemliha TOKER

6.5/10
O

Orrville Chevrolet Dealer in Orrville OH

6.5/10
G

Gateway2Lease

6.5/10
E

Empowill

6.5/10
D

Detailing Dynamics

6.5/10
S

Site de Apostas

6.5/10
N

National Parts Depot

6.5/10
E

Elite Clean And Restoration

6.5/10
E

Ella Langley

6.5/10
R

Roof Space

6.5/10
U

Urban Machina

6.5/10
T

Theballoonwala

6.5/10
T

Taxi2Airport

6.5/10
B

Bureau of Automotive Repair Attorney and Lawyer

6.5/10
T

Tower Mobility

6.5/10
K

Konzepthaus

6.5/10
M

MAVERICK FRAME STUDIO

6.5/10
P

Pietila Family Agency |

6.5/10
Y

Yescapa

6.5/10
T

TMG Industrial US

6.5/10
V

Vamos Rent-A-Car :: Affordable Car Rentals in Costa Rica -

6.5/10
G

Gridwork Marketing

6.5/10
B

Burk Injury Lawyers

6.5/10
T

Tracking System Direct

6.5/10
J

JDM Japanparts.com

6.5/10
H

HPA Motorsports

6.5/10
W

Work Injury Lawyers in San Antonio, TX

6.5/10
D

Dash Cams, Speed Camera Detectors & Car Stereos โ€“ Road Angel ClearpayAmerican ExpressApple PayDiners ClubDiscoverGoogle PayKlarnaMaestroMastercardPayPalShop PayUnion PayVisa

6.5/10
M

Marloe Watch Company

6.5/10
ร‰

ร‰ditions Magellan & Cie - Librairie du voyageur

6.5/10
H

Hoodman Corporation

6.5/10
I

Interdomicilio

6.5/10
E

El Cardรณn NaturExperience Actividades Tenerife Senderismo Kayak Excursiones

6.5/10
A

Award

6.5/10
O

OGD Overhead Garage Door

6.5/10
I

Inox Lubricants

6.5/10
G

Greatest Baker

6.5/10
G

Gemini Parking Solutions

6.5/10
T

The Hair Fuel

6.5/10
G

Goodridge Ltd. Corporate

6.5/10
O

Open Waters Solar

6.5/10
L

Life Insurance Post - LifeInsurancePost.com

6.5/10
H

Home

6.5/10
N

Netun Solutions S.L.

6.5/10
F

FERIA DEL LIBRO MURCIA

6.5/10
I

Innerlogue Therapy & Psychology

6.5/10
J

Jake's Moving and Storage

6.5/10
H

Home

6.5/10
L

LOOP

6.5/10
V

VDI Wissensforum

6.5/10
T

TR

6.5/10
T

TRT Car Recovery Dubai

6.5/10
M

Meo Fusciuni IT

6.5/10
N

New Jersey Injury Lawyers, P.C.

6.5/10
F

Fuel Your Next Adventure

6.5/10
P

Punctum Press

6.5/10
C

CWIEME Berlin

6.5/10
R

Raiatea Location - Location de Voitures, Scooters, Bateaux et Bungalows ร  Raiatea

6.5/10
M

Mexens

6.5/10
E

Elite Royal Cars โ€” Luxury Chauffeur Service Italy

6.5/10
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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 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.

Automotive AI visibility by city

New York CityLos AngelesChicagoHoustonPhoenixPhiladelphiaSan AntonioSan DiegoDallasSan JoseAustinJacksonvilleSan FranciscoColumbusCharlotteIndianapolis

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