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.

735,697
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,697 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,781
Needs Work4-5
53%
388,121
Not Discoverable0-3
42%
309,660

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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735,697 brands scored - page 42 of 7,357

S

Shelly Leeke Law Firm

6.6/10
M

Marietta Toyota

6.6/10
G

Game Sandwich

6.6/10
L

Law Offices of Greg Prosmushkin

6.6/10
B

Bachmann Trains Online Store

6.6/10
K

Kuenz

6.6/10
B

Berger and Green Attorneys

6.6/10
V

VroomVroomVroom

6.6/10
S

Simeone & Miller, LLP

6.6/10
P

Philadelphia Personal Injury Lawyers

6.6/10
C

ceat.com

6.6/10
H

Hosting y dominios en España. La mejor calidad a precios baratos

6.6/10
1

11th.com

6.6/10
S

SysRqmts.com

6.6/10
T

Tie Boss

6.6/10
G

Ground Truth

6.6/10
M

MyAmplifiers

6.6/10
S

SolarWindow

6.6/10
C

Critter & Guitari

6.6/10
N

NYC Injury Attorneys P.C.

6.6/10
T

TractorKarvan

6.6/10
L

Local Lawn Care Services & Weed Control

6.6/10
P

PC Bennett Solutions

6.6/10
O

one Hotels

6.6/10
G

GoI70 :: Keep informed and get the latest news on the I-70 Corridor

6.6/10
V

Verity Credit Union

6.6/10
P

ProBio CDMO

6.6/10
R

Ride Report: The platform to manage mobilityFollow us on LinkedInFollow us on Twitter

6.6/10
B

BANA LAW, PC

6.6/10
I

International Union of Operating Engineers

6.6/10
M

Muha Meds

6.6/10
N

NOVEC Home Page

6.6/10
E

Eurofirms

6.6/10
C

Columbia River Knife and Tool

6.6/10
W

Wheelzy

6.6/10
T

The World Standard for Lenses — Computar

6.6/10
S

Sullivan Tire & Auto Service

6.6/10
B

Bison Transport

6.6/10
V

Verso Libros

6.6/10
F

felt-bikes

6.6/10
C

Car Dealerships in MD, PA & FL

6.6/10
K

Knife River

6.6/10
S

Super Pacific

6.6/10
A

A1 SEO

6.6/10
J

Jones & Swanson

6.6/10
M

MARKETCHECK - Automotive Inventory Data | VIN Decoder | Automotive Inventory APIs and Feeds

6.6/10
Y

YASA Limited

6.6/10
P

Panish | Shea | Ravipudi LLP

6.6/10
A

Adventures With Purpose

6.6/10
J

Janiking.com

6.6/10
F

Falkon SMS

6.6/10
I

Irrigreen

6.6/10
C

Coffman Engineers

6.6/10
M

Mein Elektroauto

6.6/10
N

Notife | Diario Notife te brinda noticias e información fehaciente, las 24 hs. del día, de Santa Fe, la región y el país.

6.6/10
G

Group CBS

6.6/10
P

Prestige Mobile Cleaning

6.6/10
S

Synthesis Engineering Services, Inc.

6.6/10
H

HardwareBee

6.6/10
M

MB Rail

6.6/10
T

Take Take Take

6.6/10
G

Gordon Murray Automotive

6.6/10
J

JMG

6.6/10
C

Car Paint Protection Film

6.6/10
S

Scully

6.6/10
E

Elektroauto

6.6/10
C

China Watches

6.6/10
N

northeastNOW

6.6/10
A

All American Motors Hub

6.6/10
S

Sectorial

6.6/10
A

Actualícese |

6.6/10
N

Novak Conversions

6.6/10
M

McDougall Insurance

6.6/10
G

Gruber Motors

6.6/10
K

Kiwi Newton

6.6/10
F

fleurdsign

6.6/10
F

Flooring Companies Manhattan Beach Black and white drawing of a column capital atop a rectangular opening.Black and white illustration of an escalator, ascending upwards.A black trapezoid shape with two white horizontal lines.A black trapezoid shape with two white horizontal lines.Layers of material, top layer solid, middle layer crosshatched, bottom layer curved.Three overlapping speech bubbles with dots inside, representing discussion or conversation.Contact Us

6.6/10
S

Shipping from China, Best

6.6/10
A

Affordable Local Lawn Care Services

6.6/10
C

Chertsey Taxis

6.6/10
L

Lawsuit Info Center

6.6/10
P

Pucará Defensa

6.6/10
S

ServoCity® Servos, goBILDA, Gears, Motors and More!

6.6/10
H

Home

6.6/10
E

ECR - Exclusive Car Registry

6.6/10
C

Cuvva

6.6/10
B

Bridges and Tunnels

6.6/10
H

Hora 13 Noticias

6.6/10
Q

Quick Service Auto Repairing LLC

6.6/10
E

Electrify your home

6.6/10
E

Electrify your home

6.6/10
N

No 1 Assignment Help Company, Programming Help, Final Year Project Help and Functional Programming experts online

6.6/10
V

Vaziri Law LLP

6.6/10
N

Number 1 Auto Transport

6.6/10
R

Railroad Model Craftsman

6.6/10
V

Veico Car Rental

6.6/10
L

Luxury Car Repair Dubai, German Car's Service Workshop & Garage - Carzilla Auto Service

6.6/10
T

The Law Giant, Personal Injury & Accident Lawyers

6.6/10
2

24/7 Towing Service Dallas TX

6.6/10
S

Showmen's Museum

6.6/10
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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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