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.

735,763
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,763 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,802
Needs Work4-5
53%
388,194
Not Discoverable0-3
42%
309,632

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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735,763 brands scored - page 7328 of 7,358

1

13 Runs 2026

0.9/10
N

Next Level Care

0.9/10
C

Carter Fornwalt

0.9/10
T

Tutuhomes

0.9/10
D

Doc Vision Eye Care Centers,LLC

0.9/10
W

William Fendler • Frontend Engineer

0.9/10
R

Rich Roses CG Generalist

0.9/10
S

sdretour.com

0.9/10
C

Concentus Group

0.9/10
W

West Coast Construction & Engineering Services

0.9/10
C

computer-lifeline

0.9/10
S

signmeupexpress

0.9/10
P

Pay

0.9/10
R

Rocks Garage — Coming Soon

0.9/10
D

Delane's Truck Brokerage, Inc.

0.9/10
C

Caring reach media.com

0.9/10
P

Peninsula Estate Management

0.9/10
V

Venture <br />Engineers and Builds

0.9/10
D

Dick Hannah Kia

0.9/10
A

Audi Northlake

0.9/10
W

Warlocks Motor Cycle Club

0.9/10
E

emil balian

0.9/10
O

Office Letters

0.9/10
C

Constantin Clisu

0.9/10
U

Universal Car Shipping Company

0.9/10
H

Home Page

0.9/10
A

Allroad Auto

0.9/10
C

Criteri Social

0.9/10
B

Bharath Group of Companies

0.9/10
H

HOME

0.9/10
A

Alpha Tire

0.9/10
M

Made by Chow

0.9/10
H

Home

0.9/10
A

Almanzo Peel

0.9/10
W

www.oiltankremovalservices.com

0.9/10
R

Red Rock RV & Marine Storage

0.9/10
S

SeguridadMX

0.9/10
N

New Jersey Auto Part

0.9/10
W

WrenchRite Automotive, Independant SUBARU Repair

0.9/10
T

TellMeCar

0.9/10
S

Specialty Auto Service

0.9/10
C

Claim Submit

0.9/10
E

enterprisesdeals

0.9/10
M

Magnum Motors, Inc

0.9/10
J

JobPros USA LLC

0.9/10
D

Dream Cars

0.9/10
U

USA Auto Lubricants

0.9/10
M

Mind Mastery MatrixMind Mastery Matrix

0.9/10
Y

Yamaha Motorsports USA

0.9/10
S

Snap Rack

0.9/10
S

Storm Technologies, USA

0.9/10
A

ASHLIE MORTENSEN INTERIORS & DESIGN

0.9/10
H

hugh duffy. digital, print, & branding designUntitled DocumentUntitled Documenthugh duffy. digital, print, & branding designhugh duffy. digital, print, & branding design

0.9/10
J

JONES FARMS

0.9/10
G

gellnerracingengines

0.9/10
C

CW Mechanical Services Inc.

0.9/10
C

Chestnut Hill Truck & Auto Sales

0.9/10
W

Wayne Tire and Wheel

0.9/10
M

mesthemaker

0.9/10
F

Five Towns Foot Care, LLP

0.9/10
F

FixAuto USA Web Administration (collisionrepairexperts.com, fixautousa.com)

0.9/10
H

Hendrick Chevrolet Cary

0.9/10
N

northeastrecyclingllc

0.9/10
O

ONYX Automotive

0.9/10
A

AuthorsEngine

0.9/10
Y

Young Automotive Group Idaho

0.9/10
S

Sevender

0.9/10
S

Stealth Racing Engines

0.9/10
M

My Production Service

0.9/10
B

Ballow Brothers

0.9/10
G

Grocery Cart Marketing & Shopping Cart Advertising

0.9/10
S

Submit Tire Coupons

0.9/10
S

Strauberg Engineering

0.9/10
S

Servicio nacional de cargas en General Roca con Transporte Sartore

0.9/10
C

cinemaresource

0.9/10
K

KW4LESS generator supplier

0.9/10
D

Douglas R. Carroll

0.9/10
H

Home

0.9/10
B

Blue Angel Home Care

0.9/10
H

Home

0.9/10
H

HOME

0.9/10
W

Welcome to Washmasters Equipment

0.9/10
V

Vehicle Details

0.9/10
A

A & M'S Auto Tech provides quality parts and service to all customers. Specializing in A/C Compressors, A/C Dryer, Power Windows, Radios, Starter Motors, Alternators, and Truck Parts.

0.9/10
P

Página en Construcción

0.9/10
I

Inicio

0.9/10
T

TRIBS MOTOR WORK CO.

0.9/10
S

Sutherland’s Insurance Agency

0.9/10
M

Michael Carsello

0.9/10
C

C&A Auto Sales, LLC

0.9/10
T

Truckito Transportation Inc

0.9/10
D

drewsdistributing

0.9/10
H

Heartland Motors

0.9/10
Q

Quality Parts Warehouse

0.9/10
C

Carati laboratorio diésel

0.9/10
A

A1 professional Airport Car Service,Cliffwood,NJ 07721 Cliffwood Taxi service 24/7

0.9/10
B

Blinq

0.9/10
N

Nathaniel Bull

0.9/10
O

Orlando Car Wrapping

0.9/10
M

MUZIO ENGINEERING, P.C.

0.9/10
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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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