AI Scores / Automotive

Automotive AI Scores
Score Your Brand Free
🚗

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.

39,820
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 39,820 Automotive Brands

AI-Ready8-10
<1%
193
Getting There6-7
19%
7,722
Needs Work4-5
64%
25,305
Not Discoverable0-3
17%
6,600

Only <1% of automotive brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

Score your brand free

39,820 brands scored - page 74 of 399

H

Haze Automotive

6/10
T

Towing, Flat Tire, Gas Delivery in York Region ON

6/10
T

Top Line Parts

6/10
C

CAJunkyardsNearMe.com

6/10
P

Pro Auto Detailing Lethbridge

6/10
A

Auto Body Shop

6/10
C

Chem-X

6/10
T

Team Corporation

6/10
A

AmericanTrucks

6/10
R

RIBUT4D

6/10
P

PriestmanGoode

6/10
M

MCI Mining Construction Int.

6/10
R

Right Channel Radios

6/10
F

Fuel Additives

6/10
E

Extendobed®

6/10
U

UAS Laboratory

6/10
C

Cheap Storage Units (Reserve for FREE)

6/10
C

CRAVOT

6/10
B

Bakersfield Lemon Law Attorney

6/10
G

Game Host Bros

6/10
S

Scott Stoneham

6/10
A

AutoLeap®

6/10
R

Real Estate

6/10
I

iJuels.com

6/10
C

Cash For Cars in NY, NJ, PA, CT - eCarsCash

6/10
A

Aedan Petty Photography - Photography Portfolio Website

6/10
R

racedaysponsor

6/10
V

VEGAS123

6/10
T

TopCoat Products, LLC

6/10
M

Mobile Mechanic of Houston

6/10
C

Clearcover Insurance

6/10
M

Melinda Maria Jewelry

6/10
T

Torque Detail

6/10
S

Stillaguamish Tribe

6/10
B

Bulldog Locksmith -

6/10
I

International Window Film Association

6/10
D

DYZE DESIGN

6/10
B

Brandon Ford

6/10
T

Top

6/10
A

Alex Gamsu Jenkins

6/10
P

prime42 - Design | Market | Host

6/10
W

Welcome To Great Dubai

6/10
L

LemonLaw4California

6/10
O

OTOFACTS

6/10
T

TeePublic

6/10
D

DashboardSymbols.com

6/10
S

Sevenson Environmental Services

6/10
B

Baltimore Lock And Key 24/7

6/10
C

Coconut Creek AC Expert

6/10
M

Mobile Mechanic Of Anchorage

6/10
M

Mobile Mechanics Of Sacramento

6/10
P

PAJEROTOTO

6/10
T

Theodore Kristiniak

6/10
M

Motoringnz

6/10
U

U.S. Rubber Recycling, Inc. - Rubber Flooring | Gym Flooring | Fitness Flooring

6/10
A

Arrow Limousine

6/10
C

Cleveland Master Locksmith

6/10
K

KAKEKWANGI

6/10
I

Inland

6/10
L

Law Office of James M. Stanley

6/10
C

CarVertigo

6/10
A

Auto Body Shop, Car Paint Shop & Collision Repair

6/10
G

Garage Repair San Antonio TX

6/10
M

Mobile Mechanic Of New York

6/10
W

Washington DC Advantage Locksmith

6/10
P

PARAMETAR doo Split

6/10
D

Dr. Füsun Ferah

6/10
M

Mobile Mechanic Pros of Portland

6/10
I

Innovative Solutions, the Aerospace Industry & Beyond

6/10
M

Mobile Mechanic Experts Orlando

6/10
S

strategic-vision

6/10
R

RSI Logistics

6/10
T

Teamcardelight - India's Most Trusted Auto Platform

6/10
G

G23LuxuryCarService

6/10
A

Aura Blockchain Consortium

6/10
R

Redion

6/10
T

The Auto Drives | Auto Blog

6/10
I

Introspective Market Research

6/10
P

Peanut Butter And Whine - Explore Life, Business Tips & Family Fun at Peanut Butter And Whine

6/10
R

Recetas de cocina fáciles paso a paso | Recetas del Señor Señor | Recetas de cocina fácil del Señor Señor. Encuentra recetas en este blog de cocina. Recetas caseras con explicaciones fáciles y con fotografías paso a paso.

6/10
Q

Quincy Compressor

6/10
K

KUATOTO Game Online Dengan RTP Paling Real Bikin Kantong Auto Full

6/10
H

HENGTENG Machine

6/10
M

Mega888

6/10
I

INTERWIN

6/10
R

RLI Insurance

6/10
T

thescooterist.com

6/10
V

Victory Patterns

6/10
V

Vornado Air

6/10
B

Billy

6/10
W

White Line Limo

6/10
O

OMACUAN

6/10
R

Regimen Lab

6/10
S

SENGTOTO

6/10
S

SEO Wilko

6/10
P

pituluik.com

6/10
W

Wrench - Mobile Mechanics | Diagnostics, Brake & Auto Repair On The Go

6/10
Y

YOUNGTOTO

6/10
C

Cherry Inc.

6/10
M

MEKARJITU

6/10
Previous
1...7273747576...399
Next
Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands →

What an AEO score of 4.6/10 means for automotive brands

The average Automotive brand we've scored sits at 4.6/10. 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

Browse by industry

💻 Tech & SaaS🛍️ Ecommerce & Retail🍽️ Food & Beverage💪 Health & Wellness💅 Beauty👗 Fashion & ApparelAll brands →