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.

37,757
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 37,757 Automotive Brands

AI-Ready8-10
<1%
177
Getting There6-7
19%
7,216
Needs Work4-5
64%
23,983
Not Discoverable0-3
17%
6,381

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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37,757 brands scored - page 37 of 378

M

Mabosway # Link Slot Gacor Mahjong Ways Scatter Hitam

6/10
R

RetroOnyx

6/10
9

92degrees.trade

6/10
M

Manro Classic Museum

6/10
J

JABLAY123

6/10
R

Rails Blocks

6/10
R

ratcloud llc

6/10
M

Martlerhof

6/10
M

Mayer EMI

6/10
M

MG Auto

6/10
5

56116 MH-Motorshop e

6/10
M

MHC Mobility

6/10
I

Independent Tesla Service Center in Seattle, Washington

6/10
M

MICHAELSERGE

6/10
M

Michls Hoamat

6/10
5

56147 Miedler Car Co

6/10
W

www.mietlager.at

6/10
M

miniatouring.at

6/10
L

License Plate Lookup

6/10
M

Mk Automobile GmbH

6/10
M

Mobile Car Care

6/10
A

Ayoy

6/10
P

Pivotal Agency

6/10
D

Dash Designs

6/10
Z

Zen3D Voron shop

6/10
P

Pierky's Blog

6/10
R

RoadActive Suspension

6/10
M

Maytronics Australia

6/10
L

Loide Imóveis

6/10
S

Shenzhen Haike Technology Co., Ltd.

6/10
E

Environments Behaving (Almost) as Lists • listenv

6/10
S

Stéphane ARRAMI

6/10
F

FYSETC

6/10
B

Battery Powered Air Conditioners 12/24/48 Volts DC

6/10
Q

QuantAsylum

6/10
G

Games4U - Free Download PC Games

6/10
K

Katie McTiernan

6/10
O

OMVIC

6/10
S

Students Groom

6/10
C

Chelidae Auto Spot | All things auto

6/10
E

EV Charger Installation

6/10
1

1expressauto car transportation company uk car relocation and supercar vehicle movements

6/10
C

Centiv

6/10
F

Flexicar

6/10
A

ASIANABET

6/10
M

Midland Muffler Brake & Alignment

6/10
K

KOITOTO

6/10
J

John Wright- Joliet, IL State Farm Insurance Agent

6/10
H

HighMica

6/10
B

Blink Ai Automotive - AI Solutions for Dealership Service Departments

6/10
R

Ready Made Carp Rigs

6/10
A

Auto Repair Service, Oil Change & Brakes

6/10
I

IUOE Local 139

6/10
P

Pest Share

6/10
T

Toiture Benoit Tremblay

6/10
C

COMNOVA AUTOPART

6/10
D

D'Amico Retirement

6/10
S

STUK.Solutions

6/10
C

Classic Cars for Sale

6/10
K

KOITOTO

6/10
Y

YCL

6/10
H

Hypo Air

6/10
C

Cowboy Chrysler Dodge Jeep Ram

6/10
C

Camping à Villeneuve

6/10
M

Magic Door Industries

6/10
G

GOBI Racks

6/10
B

Brown, Bass & Jeter

6/10
D

dE.LENZO

6/10
M

MIPCON

6/10
S

SC Auto & Home Insurance Agent Mark Nash - State Farm®

6/10
O

Outo

6/10
H

Home, Auto Insurance & More in SC | Matt Davis – State Farm®

6/10
G

Global Logistical Connections, Inc

6/10
A

Arlington/Roe | Managing General Agents/Wholesale Insurance Brokers

6/10
P

Plaza IT

6/10
C

CAB TRANS

6/10
A

Adventures in California History

6/10
O

Orasul Timisoara

6/10
S

South Miami Chevrolet Dealer in Miami FL

6/10
I

Informes Mecánicos

6/10
N

NC Auto & Home Insurance Agent Shawn Herrmann - State Farm®

6/10
S

State Farm Insurance Agent Josh London in Leland NC

6/10
S

Steel City Auto Spa

6/10
L

Lee Auto Group

6/10
N

Ntyrimai

6/10
K

KY, OH, VA, IN & WV Auto , Home Insurance Steve Woodrum

6/10
G

GA Auto & Home Insurance Agent Maria Bailey - State Farm®

6/10
C

CA Auto & Home Insurance Agent Nona Tirre - State Farm®

6/10
M

MI Auto & Home Insurance Agent Sara Lahti - State Farm®

6/10
S

State Farm Insurance Agent Cherie Logan in Yukon OK

6/10
C

Car Insurance in Hanover, PA | Devon Ellis - State Farm Insurance Agent

6/10
I

Insurance Agent Brittany Fowler in Cartersville GA – State Farm®

6/10
S

SC Auto & Home Insurance Agent Scott Walker - State Farm®

6/10
V

VA Auto & Home Insurance Agent Kristina Kuebler - State Farm®

6/10
P

Protect what matters most | Mark Cramer- State Farm

6/10
S

State Farm Insurance Agent Gary Cooper in Matthews NC

6/10
H

Home, Auto Insurance & More in SC | Sara Turgeon – State Farm®

6/10
O

OH Auto & Home Insurance Agent Chris Winkelmann - State Farm®

6/10
D

Deer Park, WA Insurance - State Farm

6/10
K

Killen AL State Farm Insurance Agent Britt Blanton

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 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.

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