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 62 of 6,568

H

Hoist & Crane

6.4/10
P

pointonenav.com

6.4/10
S

Self Storage Perth

6.4/10
A

Antennas Radios Amplifiers Baluns and Receiving Systems for HF

6.4/10
G

Gauge Magazine

6.4/10
S

Solar Sister

6.4/10
C

calameodownload

6.4/10
R

RedEye

6.4/10
R

Riverbend Timber Framing

6.4/10
H

Heiho Niten Ichi Ryu

6.4/10
C

Cruxweld Industrial Equipments Pvt. Ltd.

6.4/10
T

Taiko Alethia Blockchain Explorer

6.4/10
F

For Makers and Professionals

6.4/10
T

tecnoandroid.net

6.4/10
G

GETBARKEEP.ORG

6.4/10
Y

yeet

6.4/10
G

Gadgetronicx

6.4/10
C

Cutjs

6.4/10
L

leather 0.4.1 documentationContentsMenuExpandLight modeDark modeAuto light/dark, in light modeAuto light/dark, in dark mode

6.4/10
S

Signum Explorer

6.4/10
S

Stéphane ARRAMI

6.4/10
T

The Van Mart

6.4/10
Z

Zero Limits Podcast

6.4/10
1

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

6.4/10
M

Mn Black Car -

6.4/10
P

Pest Share

6.4/10
H

Hypo Air

6.4/10
A

Arlington/Roe | Managing General Agents/Wholesale Insurance Brokers

6.4/10
G

Graphics Experts Ltd.

6.4/10
C

Craftdrawer

6.4/10
B

BMW Dealership Hamilton

6.4/10
I

I-70 Auto Service

6.4/10
S

Solar Solutions Window Tinting

6.4/10
B

bypdfcom

6.4/10
K

KL Engineering

6.4/10
L

LiveWire Electrical

6.4/10
T

Trustway Marketing: Digital Marketing & SEO Agency in Hoover

6.4/10
J

Jeff Kincaid Insurance

6.4/10
H

Harvard to the Big House

6.4/10
W

Westbrook Engineering

6.4/10
G

Green Building Elements

6.4/10
G

Galpin Ford

6.4/10
J

Japanese Auto Repair Specialist Torrance, CA | LexService CloseClose

6.4/10
N

National Bus

6.4/10
H

H&S Energy Group

6.4/10
E

Enumclaw Chevrolet Dealer in Enumclaw WA

6.4/10
E

Enforce Coverage Group

6.4/10
C

CarTurner

6.4/10
M

Mating Press

6.4/10
D

Devel Sixteen Oval 3 Copy 5left

6.4/10
Q

Quality Scales Unlimited

6.4/10
S

Steer Well Auto

6.4/10
M

MAHLE MPULSE Mobility Magazin

6.4/10
R

Ross Engineering Corp

6.4/10
O

Omega Insurance Agency | Choctaw, OK A row of black stars on a white background.A row of black stars on a white background.A black and white envelope icon on a white background.A black and white map pin icon on a white background.A black and white drawing of a telephone on a white background.

6.4/10
N

Namibia2Go

6.4/10
G

Guardian Fleet Services

6.4/10
T

Tinley Park Chevrolet Dealer in Tinley Park IL

6.4/10
H

Heads and Tails

6.4/10
G

Gunprime

6.4/10
A

ALEXISTOGEL ⚡ Agua y SIG Slot Gacor Bandar Rtp Resmi Provider slot88 2026

6.4/10
P

Performance Chips // Chip Your Car Performance Chips ECU Tuning

6.4/10
T

Tunwal E Motors

6.4/10
A

Automotive Meetings Queretaro

6.4/10
O

OPENLANE

6.4/10
A

Automotive Software

6.4/10
C

Custom Mechanical Keyboards, Gaming Mice, and PC Gear

6.4/10
C

Cozumel Parks | Fundacion de Parques y Museos de Cozumel

6.4/10
O

Omnisource | Metal Recycling Leaders

6.4/10
S

Smart Home Automation

6.4/10
U

Urban Fox

6.4/10
U

US Fire Pump

6.4/10
A

Auto Emporio By Burhani Car Accessories

6.4/10
R

Roadster Shop

6.4/10
T

The World News Monitor

6.4/10
Y

Yoganotch Smart Yoga

6.4/10
D

Drone

6.4/10
A

AutoTech News

6.4/10
S

Solo Motorsports

6.4/10
D

Dumpster Daddy

6.4/10
U

Ultimate Film Solutions Sacramento & North Hollywood Five black diagonal slashes on a white backgroundAbstract gray curved shape on a white backgroundBlack rounded rectangle with a slightly angled bottom edge on a white backgroundBlack irregular quadrilateral shape on a white background.Four diagonal black slashes on a white backgroundBlack location pin icon with a white center circle on a light backgroundBlack telephone handset icon on a white backgroundBlack location pin icon with a white centerBlack telephone handset icon on a white backgroundBlack envelope icon with white outline, representing email or message

6.4/10
A

A Plus Insurance

6.4/10
G

GDI Ainsworth

6.4/10
U

Unlock Your Dealership's Potential with Cutting

6.4/10
A

Automotive & Ag Dealer Websites

6.4/10
B

Buy Here Pay Here

6.4/10
W

Warranty Week

6.4/10
R

RusAuto.News

6.4/10
M

Mills Manufacturing

6.4/10
D

Desotec

6.4/10
H

HME Ahrens-Fox®

6.4/10
U

Ubisense

6.4/10
S

Sensitec

6.4/10
I

International Journal of Biological Sciences

6.4/10
S

sMedia

6.4/10
R

Reunion Marketing

6.4/10
E

Escalent

6.4/10
E

El blog de Skatox

6.4/10
W

Wallenberg.com

6.4/10
O

Optalert

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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