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.

320,646
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,646 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,899
Needs Work4-5
63%
200,567
Not Discoverable0-3
31%
98,098

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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320,646 brands scored - page 155 of 3,207

P

Parma Marine

6/10
J

Jay Wolfe Automotive Group

6/10
A

Auto Glass Replacement Omaha, NE | Auto Glass Nation CloseClose

6/10
D

Double J Trailers

6/10
M

Mole Hill Bikes

6/10
P

Precision Garage Door of Houston

6/10
N

Nissan Dealership in Chattanooga TN

6/10
H

Honda Dealership Near Me

6/10
E

Eagle Kia of Riverhead, NY

6/10
B

Bruce’s Tire & Auto Service

6/10
W

Wild Pony Motorsports

6/10
H

Home Page

6/10
B

Bob's Transmissions

6/10
E

European Auto Motors

6/10
D

Don Miller Subaru East

6/10
N

New & Used Mazda Dealership

6/10
N

New and Used Chevrolet Dealer Honolulu

6/10
F

Ford Dealer at D

6/10
M

Mr. Tint

6/10
F

Final Finish Auto Body Shop

6/10
G

Genesis Dealership in Spring, TX

6/10
M

McNaughton Staffing LLC

6/10
G

Golden Empire Towing - Cars, Heavy Duty Tow & Recovery Services

6/10
M

McKenna Porsche

6/10
N

New & Used Toyota Dealer in Cleveland, TN

6/10
T

The Little Speed Shop

6/10
Q

Quality garage door products and services in northern Colorado, western Nebraska, and southern Wyoming

6/10
R

Resolute Financial & Insurance Services

6/10
O

OGA

6/10
S

San Tan Auto body

6/10
J

JB Motor Works

6/10
A

Autobahn Motors: Mercedes

6/10
G

GT Toyz Motor Sports and Marine in Halfmoon, NY

6/10
M

Musick Auction

6/10
J

Jackson Golden Circle Ford Lincoln Inc.

6/10
B

Bugeyeguys

6/10
K

K-Tech Automotive

6/10
G

Gregg Young Chevrolet

6/10
M

Michigan Chevy Dealership Near Lansing, MI

6/10
M

Miami Deel Volkswagen Coral Gables

6/10
S

Spangler's Auto

6/10
A

Auto Supply | Northport Auto Supply | Northport, AL Contact Us

6/10
L

Lakeside Industries

6/10
R

RideNow McDonough: Powersports Dealer in McDonough, GA

6/10
B

Bavarian Auto Werke

6/10
A

Automotive Dent Repair

6/10
S

Smart Tow Inc.

6/10
P

Parkmyfleet.com

6/10
B

Bob Tedford Chevrolet

6/10
B

Burt Watson Auto Group

6/10
N

New & Used Chevy Dealer in La Quinta, CA

6/10
M

Memphis Smith Imports

6/10
V

Volvo Cars Bridgewater

6/10
C

Carthage's Wood Ford Of Carthage

6/10
C

CoaterZ

6/10
S

South Texas Buick

6/10
O

Ourisman Chantilly Toyota

6/10
B

Bowtie Overdrive

6/10
E

Expedite Towing

6/10
A

Asphalt & Paving Contractors in Pennsylvania

6/10
A

Auto Repair in Corpus Christi, TX | Pro Drive STAR RATING

6/10
W

Watermark Auto Group

6/10
B

Blair Automotive

6/10
M

Mercedes

6/10
P

P1 Manufacturing

6/10
Y

Your New & Used Vehicle Headquarters

6/10
J

Jim Manning Dodge Chrysler Jeep RAM Dealer in Dinuba, CA

6/10
C

Copeland Chevrolet

6/10
N

New Chrysler, Dodge, Jeep & Ram Vehicles

6/10
C

Commercial Dock & Door Service

6/10
M

Memorial Highway Chevrolet of Somerset

6/10
M

Mazda Dealer Near San Diego, CA

6/10
S

Solana Motors

6/10
N

Nissan of Hendersonville

6/10
S

Snyder Buick GMC

6/10
T

Truax & Associates Insurance Agency

6/10
M

Martin Tire

6/10
W

Waterloo Automotive

6/10
S

Subaru of Kings Automall

6/10
S

Self-Storage | Brodhead Mini Storage | Center Township, PA CloseClose

6/10
R

Rempt Motor Company

6/10
N

New Chevy & Used Car Dealership in Artesia, NM

6/10
V

Volvo Cars Midlothian: New & Used Volvo Dealership

6/10
A

Aspire Auto Accessories

6/10
B

Bakersfield Acura

6/10
E

E-Muscle Cars

6/10
G

Garage Door Repair Conroe TX

6/10
N

National Auto Glass

6/10
N

New & Used Volkswagen Car Dealer

6/10
H

Harvesting Potential

6/10
J

JeepHut Offroad

6/10
A

Auto Repair in Tinley Park, IL - Tinley Auto Repair & Towing Inc Stylized white person icon over an open book on a dark blue background

6/10
L

Lang Racing Development

6/10
G

Gold Rush Harley-Davidson

6/10
Z

Zimmerman Motors

6/10
B

Bill DeLuca Cadillac

6/10
J

Jenkins CDJR of Homosassa

6/10
B

Berglund Chrysler Jeep Dodge Ram

6/10
I

Insurance Solutions | Logan Insurance Group | MI A shield with a box inside, symbolizing shipping protection.A shield with a checkmark above three people, symbolizing security.Hand holding a heart with a heartbeat line, symbolizing health care.Document with checkmark, indicating certification or approval.Five black stars arranged horizontally.

6/10
S

Shottenkirk Nissan Katy

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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