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.

320,957
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,957 Automotive Brands

AI-Ready8-10
<1%
84
Getting There6-7
7%
21,604
Needs Work4-5
62%
199,533
Not Discoverable0-3
31%
99,736

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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320,957 brands scored - page 3160 of 3,210

P

Parlin Collision

1.9/10
S

social search engine for real life

1.9/10
G

Gallasch Consulting

1.9/10
T

Tabernacle Garage, Tabernacle, NJ

1.9/10
W

Welcome to Wes

1.9/10
R

Rockford Auto Center

1.9/10
O

On Site Signs

1.9/10
L

loppmotors.com

1.9/10
E

Enthusiast Edge

1.9/10
H

Home Page

1.9/10
W

Welcome to Automobile Transportation

1.9/10
T

Truck Repair Corpus Christi

1.9/10
C

Chang's Car Care

1.9/10
C

CIVAS Engineering

1.9/10
N

Noble Motor Group

1.9/10
O

Orange Hills Auto Care Plus

1.9/10
M

Merrimack Motors

1.9/10
S

Site is undergoing maintenance - Site will be available soon. Thank you for your patience!

1.9/10
R

Refinishing Touch Auto Body

1.9/10
S

soulpilgrim

1.9/10
T

The Real World

1.9/10
R

Ride In The Past

1.9/10
A

ALL

1.9/10
R

RAILPORT LOGISTICS, INC

1.9/10
T

The Real World

1.9/10
A

ATSE, LLC

1.9/10
A

A42 2.0

1.9/10
O

Oak Truck Lines LLC.

1.9/10
O

Owensboro Truck Sales

1.9/10
P

Penalty Box

1.9/10
S

S & I Auto Color

1.9/10
S

SKS Equipment and Diesel Repair. A Reliable Dealer for Banks Turbo & Exhaust Systems Computerized Diesel Diagnostics.

1.9/10
A

Air Park Door

1.9/10
U

used bikes

1.9/10
H

Horse Lay

1.9/10
W

Willamette Auto Detail

1.9/10
A

Adrienne Sloan

1.9/10
R

Red's Rim Shine

1.9/10
E

East Coast Tires

1.9/10
R

raddetailpros

1.9/10
W

Walker Technical Services

1.9/10
A

AUTOTRONICS AUTO REPAIR -

1.9/10
U

Used Cars Cedar Rapids IA

1.9/10
W

Welcome to Ebro

1.9/10
L

Landis Auto Sales : San Luis Obispo car dealer, used cars in San Luis Obispo, CA

1.9/10
T

takeiit.com

1.9/10
A

Alberona Auto Clinic

1.9/10
R

RL Clearing and Excavating

1.9/10
W

Welcome to EPIC Testing Services!

1.9/10
M

McClung Insurance Agency, Inc.

1.9/10
P

Pre Employment background checks and screening membership services

1.9/10
A

Area One Performance

1.9/10
I

IAE Power Products

1.9/10
W

Walker Technical Services

1.9/10
A

Astec Automotive | Auto Repair & Service | Greendale, IN | (812) 537

1.9/10
A

Alpha Dealer Sites

1.9/10
L

legacymotorcarsllc.com

1.9/10
T

Tge Green Consort

1.9/10
B

bransonanderson

1.9/10
E

Everweigh Scale Industries LLC

1.9/10
H

Home

1.9/10
A

Accueil

1.9/10
W

We Have Moved

1.9/10
J

Joe Cox Reports joecoxreports.com

1.9/10
N

New Car Launches in India, Compare Prices, Specs and Features

1.9/10
G

GRBX

1.9/10
K

Kokomo Motors

1.9/10
A

ABC Bikes

1.9/10
A

AU CARS

1.9/10
A

AUDIOCARVE

1.9/10
L

Lemay Auto Parts

1.9/10
K

Kosiba's Lock Shop Locksmith Safe and Vault Shop Amsterdam Johnstown Gloversville Schoharie Middleburg Broadalbin Mayfield Edinberg Batchlerville Northville Speculator Galway Broadalbin

1.9/10
W

Welcome to Dunlop

1.9/10
B

Blu Car Wash

1.9/10
J

JAX TRUCK

1.9/10
C

Corvette Jim

1.9/10
C

Corviglia Corporate Group

1.9/10
C

Corvus Cars

1.9/10
A

Austin's

1.9/10
A

Autorebex Auto Parts

1.9/10
C

Cosmic Iron Works

1.9/10
A

agmbv

1.9/10
E

EagleEye

1.9/10
E

EAPerkins.com Vinyl Graphics

1.9/10
F

FroogleMe.com

1.9/10
C

Cargo

1.9/10
C

Car Dealership

1.9/10
B

BYC Customs

1.9/10
F

FUMC of Evanston Rummage Sale - No Sale in 2023

1.9/10
F

Ferry Motorsports Supply Home

1.9/10
B

Bonner's Body Shop

1.9/10
H

Hidden City

1.9/10
H

HighLight Vapes

1.9/10
J

JESSIE ANIGUID

1.9/10
B

bORING wHEELS

1.9/10
I

islamlessons

1.9/10
S

Shenyang Jinyuan Herli

1.9/10
H

Home Page AKN

1.9/10
K

King’s Auto Repair

1.9/10
A

Andy Crane Auto Service

1.9/10
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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 4.0/10 means for automotive brands

The average Automotive brand we've scored sits at 4.0/10. 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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