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.

320,745
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,745 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,924
Needs Work4-5
63%
200,624
Not Discoverable0-3
31%
98,114

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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320,745 brands scored - page 151 of 3,208

M

Maplecrest Ford Lincoln of Union

6/10
D

Door Manufacturers, Shawnee, Oklahoma

6/10
H

Home Page

6/10
P

Paul Ries and Sons

6/10
M

Merciful Towing

6/10
P

PacificNW.Exchange

6/10
H

Homeinstagram icon

6/10
C

Collision San Antonio

6/10
B

Buick GMC Dealership Elyria, OH

6/10
A

Auto Repair in Fairfield, OH | Pleasant Run Service Center Review Star Rating

6/10
O

Owings Auto

6/10
A

Auto Care Locksmith Service

6/10
A

Auto Glass Shop

6/10
W

WEST MILL LOGISTICS

6/10
E

Extreme Autoworks

6/10
U

Used Cars Prattville AL

6/10
R

Ringgold Auto Detail

6/10
U

United Car Shipping

6/10
H

Homepage

6/10
G

Gold Garage Door Services

6/10
L

LOJ Conversions

6/10
B

birminghamautoauction

6/10
1

1st Choice Doors

6/10
F

Freeland Chevrolet

6/10
G

Galeana's Van Dyke Dodge Ram in Warren l Detroit Area

6/10
S

Small Engine Repair Oakland, TN | Collierville, TN A white percent sign in a black circle on a white background.A hand is holding a shield with a check mark on it.A group of people with stars on their heads.A black and white silhouette of a delivery truck with a box on the back.A black and white icon of a ribbon with a check mark on it.A black and white silhouette of a wrench on a white background.A speech bubble with three lines inside of it on a white background.CloseClose

6/10
O

Ostenik

6/10
E

Escondido German Auto

6/10
S

Shop Israel

6/10
W

Wheels In Motion

6/10
T

Titan Waste

6/10
W

Williams Service Inc

6/10
H

Home

6/10
M

Milestone Motors

6/10
G

Gentherm

6/10
W

www.carmanchryslerjeepdodge.com

6/10
B

Basin Upfitting

6/10
C

Crews Subaru of Charleston

6/10
N

New & Used Chevrolet Dealer in Olympia, WA

6/10
U

Used Car & Lifted Truck Dealer in TN & KY

6/10
G

gritguard.com

6/10
S

Syracuse NY

6/10
R

Regal Nissan

6/10
P

ProTech

6/10
T

Tri-State Overhead Door & Gate, LLC

6/10
N

Nissan of Melbourne

6/10
B

Brown's Automotive Experts

6/10
G

Grease Monkey®

6/10
C

CTBWINC

6/10
G

Gipson's

6/10
S

Schneider Auto Body & Paint

6/10
S

Southside Euro, LLC.

6/10
L

Lanier Collision Center

6/10
A

Auto and Home Lockouts

6/10
W

Wilkinson Solutions

6/10
J

Jeep Ram Dealer Serving Philadelphia, Langhorne PA

6/10
S

Stewart's Auto Body Shop

6/10
B

Burleson Nissan

6/10
H

Health Insurance Agency & Agent Lake Charles LA - Gulf South Benefits CloseClose

6/10
C

Chevy Dealership Vermilion OH

6/10
G

Greenville Hyundai

6/10
L

Lamborghini Dealership Paramus NJ

6/10
A

Auto Repair | Oakland, San Leandro, & Berkeley, CA | Le's Auto Body & Engine Repair Thumbs Up Icon

6/10
N

New Chrysler Dodge Jeep Ram Crs for Sale in Rice Lake WI

6/10
F

Free Life Insurance Quotes

6/10
N

Nets of America

6/10
S

Swartz Aviation Group

6/10
P

Pre

6/10
M

Main Motorcar

6/10
L

Luxury and Exotic Car Service | Italy Service | Las Vegas NV CloseClose

6/10
B

Buckeye Super Wash

6/10
D

DeMontrond Auto Group

6/10
W

Wilmington Cadillac Dealership

6/10
G

Gp Auto Logistics

6/10
A

Anacortes Automotive

6/10
B

Bridgewater Motorworks

6/10
S

service station equipment and repairs

6/10
T

Troy Chevrolet Dealer in Troy MI

6/10
M

Mike's Service Center

6/10
H

Hyundai Dealership In Victorville CA

6/10
X

Xcluciv Barber Supplier

6/10
H

HTX Customs

6/10
C

Chiropractor in Louisville, KY

6/10
I

Idaho Express Detail

6/10
M

MINI of Glencoe

6/10
T

Tractor and Trailer Repair | Phase II Diesel | Newburgh NY

6/10
P

Performance Door Service

6/10
U

Used Toyota, Jeep, Ford, Kia and Chevrolet dealership in Pocatello

6/10
D

Door Supplier, Commercial, Industrial & Overhead Door Repair Service, Automatic Gates Installation & Opener Carson, Long Beach CA

6/10
C

Conway Chrysler Dodge Jeep

6/10
A

ALLTRAX

6/10
N

New & Used Vehicles

6/10
S

Select Auto Parts & Sales

6/10
W

Watermark Auto Group

6/10
R

ROCKETBILLY RACING

6/10
T

Towing Service

6/10
A

AutoNation Honda Dealership Mobile, AL

6/10
G

Galena Chrysler Dodge Jeep Ram offers new CDJR & RHD vehicles

6/10
M

Miller's Automotive Service

6/10
C

Chevy Dealer in NJ

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 4.0/10 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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