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.

656,765
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 656,765 Automotive Brands

AI-Ready8-10
<1%
118
Getting There6-7
5%
34,242
Needs Work4-5
53%
348,111
Not Discoverable0-3
42%
274,294

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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656,765 brands scored - page 61 of 6,568

C

Custom Website Designs & Internet Marking Solutions By Experts!

6.4/10
F

Force Marketing - We execute marketing that drives you forward.

6.4/10
C

certifiedauto.com

6.4/10
L

Lincoln, NE Insurance Agents

6.4/10
C

Colour Fair Auto Garage LLC

6.4/10
I

Impel AI

6.4/10
K

Kenyt.AI - AI Agents for Customer Engagement Automation

6.4/10
C

China's 4g/5g outdoor & industrial wifi routers (with SIM card slot) manufacturer

6.4/10
A

Able Lock Shop

6.4/10
A

Abogado de Caídas y Accidentes

6.4/10
S

Secondmind

6.4/10
T

TechBuilder

6.4/10
A

Absolute Geeks UAE

6.4/10
M

MotorTrend

6.4/10
W

We Are Champlain Cable

6.4/10
I

InfoJobs

6.4/10
J

JRMora, humor gráfico

6.4/10
G

Geyers Towing & Recovery

6.4/10
W

Wolf Lubricants

6.4/10
U

UFA

6.4/10
H

Hyundai Hope on Wheels

6.4/10
N

NOMAD Grills

6.4/10
M

Mobility Foresights

6.4/10
P

PUCUK4D

6.4/10
D

Demo

6.4/10
L

Lightyear Automated Accounts Payable

6.4/10
P

Prime Insurance Company

6.4/10
J

Jen Sorensen | Cartoonist, Writer, Cultural Panopticon

6.4/10
C

Carpool Logistics

6.4/10
D

Drivvo

6.4/10
V

vintrica.com

6.4/10
S

Society Grimm

6.4/10
B

BestFonts.pro

6.4/10
M

Metro Global

6.4/10
A

Amphenol Advanced SensorsFollow us on FacebookFollow us on TwitterFollow us on LinkedIn

6.4/10
M

Modo Carsharing Co

6.4/10
S

Street Smart

6.4/10
B

BETONKLIK

6.4/10
G

GAMIC - Global Startups. Industry Access. Real Impact.

6.4/10
M

Matrack Inc.

6.4/10
E

Electra

6.4/10
E

ECO Mobility

6.4/10
D

Davanti Tyres

6.4/10
D

Detailed Vehicle History Report for Used Car

6.4/10
M

McPeppergames

6.4/10
S

Superoperator

6.4/10
D

DealerApp Vantage

6.4/10
I

ITAMCO - Integrating Manufacturing, Technology, and Engineering

6.4/10
H

Hunter Donia

6.4/10
O

On Military Matters

6.4/10
S

Speedvegas

6.4/10
P

Porsche Every Day | Practical Info for Porsche Owners

6.4/10
T

TigerTough

6.4/10
H

House to Home Organizing

6.4/10
H

Hi-Focus

6.4/10
E

Easycleanenergy

6.4/10
I

Insurance Broker Dallas, TX

6.4/10
A

autoworldnews

6.4/10
K

Knauf Industries Automotive

6.4/10
R

Road Tax Calculator Malaysia - Online Road Tax Calculator for Malaysia Cars & Motorcycles

6.4/10
C

Co Charger

6.4/10
H

Home

6.4/10
P

Proceedings.com

6.4/10
T

T

6.4/10
R

Rebike

6.4/10
S

Software for Fleet Management, Car Sharing and Rental

6.4/10
P

Porsche Carrera Cup North America

6.4/10
G

Go Ahead London

6.4/10
E

ECP

6.4/10
C

Cones App

6.4/10
C

Confidencial Judicial

6.4/10
M

Movly

6.4/10
F

Fast Facebook Marketplace & Craigslist Alerts

6.4/10
Z

ZAPCO

6.4/10
F

FYX Fleet

6.4/10
J

Jarvis

6.4/10
L

Law Offices of Michael A. Freedman PA

6.4/10
L

Laboratory Furniture Manufacturer, Supplier and Installer | InterFocus

6.4/10
C

Classic car brochures and owners manuals

6.4/10
T

The Repair Manual

6.4/10
D

David Pope Insurance

6.4/10
V

Vehicle Rental in Nepal

6.4/10
F

FREELANG

6.4/10
H

Home

6.4/10
E

EVTV - EV News, Builds & Energy Storage

6.4/10
I

Icebike.org

6.4/10
I

International Slide Rule Museum

6.4/10
C

CindyJS

6.4/10
F

FleetCare Group

6.4/10
R

Red Oak Transportation

6.4/10
T

Texas Producers Cooperative

6.4/10
R

Redecentralize.org

6.4/10
S

Schneider and Associates Insurance

6.4/10
M

MyCarQuest.com

6.4/10
2

24/7 Texas Airport Shuttle: Door

6.4/10
M

Methanol Institute

6.4/10
F

Ferrara Buist Contractors, Commercial Construction in the Carolinas

6.4/10
M

Mid America Motorworks

6.4/10
O

Open Vehicles Monitoring System — Open Vehicles documentation

6.4/10
L

Legends of Elysium

6.4/10
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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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