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.

319,716
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,716 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,915
Needs Work4-5
63%
200,413
Not Discoverable0-3
30%
97,305

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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319,716 brands scored - page 142 of 3,198

O

Orinda Motors Inc.

6/10
P

Point Breeze Marina

6/10
R

Renaldo KIA

6/10
N

Napleton's Aston Martin Chicago

6/10
D

dbg1

6/10
V

Viti Volvo Cars Tiverton

6/10
C

Corporate Customz Auto Body and Collision Repair

6/10
W

Willis Cadillac

6/10
B

Boyce Auto Repair

6/10
S

South Paris, Bridgton, Mechanic Falls, Bethel, Oxford & F...

6/10
N

New & Used Chevrolet Dealership In Seymour, IN

6/10
B

Buerkle Body Shop

6/10
J

Joe Tex

6/10
P

Pilson Ford

6/10
N

New & Used Honda Cars for Sale

6/10
T

TCR Towing & Recovery

6/10
C

Chevy Dealership Vermilion OH

6/10
A

Anderson & Koch Ford

6/10
A

Able Tire & Brake

6/10
H

Homepage

6/10
C

chobrod.com - ΰΈ•ΰΈ₯ΰΈ²ΰΈ”ΰΈ‹ΰΈ·ΰΉ‰ΰΈ­ΰΈ‚ΰΈ²ΰΈ’ΰΈ£ΰΈ–ΰΈ’ΰΈ™ΰΈ•ΰΉŒΰΈ—ΰΈ±ΰΉ‰ΰΈ‡ΰΈ£ΰΈ–ΰΈ‘ΰΈ·ΰΈ­ΰΈͺΰΈ­ΰΈ‡ΰΈ£ΰΈ–ΰΉƒΰΈ«ΰΈ‘ΰΉˆΰΉƒΰΈ«ΰΈΰΉˆΰΈ—ΰΈ΅ΰΉˆΰΈͺΰΈΈΰΈ”ΰΉƒΰΈ™ΰΉ„ΰΈ—ΰΈ’

6/10
N

New Chevrolet Dealer Carrington

6/10
A

Auto Repair & Maintenance in Austin

6/10
T

Tosti's Service Center

6/10
E

Eastchester Locksmith

6/10
J

Jacksonville Auto Repair 32246 | JJ's Auto Care (904)721-6646 | Brake Repair in Jacksonville, FL - Brake Repair in Jacksonville, FL

6/10
G

Gaynors Automotive

6/10
R

Rea Magnet Wire Company Inc. - Powering What's Next

6/10
A

Anderson Process

6/10
H

Hyundai Dealer in Pittsfield, MA

6/10
B

Ballwin Cadillac Dealer in Ballwin MO

6/10
E

Elite Auto & Tire

6/10
A

Alliance Chevrolet Dealer in Alliance, OH

6/10
H

Hindsman and Son

6/10
H

Hondru Chrysler Dodge Jeep RAM of Elizabethtown

6/10
T

Transmission Repair Shop

6/10
C

Crown Auto Group

6/10
M

Mercedes

6/10
D

Desert Ridge Locksmith

6/10
W

Welcome To Lorenzo Buick GMC Dealership In Miami

6/10
B

Bay Motor Finance

6/10
B

Burns Waste

6/10
L

Land Rover Novi

6/10
N

Nomadic Van

6/10
E

Epoxy Flooring Richmond VA | Garage & Commercial Coatings

6/10
U

Used Cars, Trucks, & SUVs in Covington

6/10
C

Classic 4x4

6/10
C

Cars For Sale Orlando Dealership

6/10
H

Home

6/10
M

Martin Swanty Chrysler Dodge Jeep

6/10
C

Carroll Trucking

6/10
K

Kemna GMC in Algona, IA

6/10
T

Twenty 5 Eight Mobile Detailing

6/10
S

Sport Durst Automotive Group

6/10
J

JSR Automotive Art

6/10
#

#1 Boat Dealer on Lake Livingston

6/10
R

RK Auto Group

6/10
J

Johnny's Automotive

6/10
S

Southgate Honda Powersports

6/10
G

Golling Alfa Romeo

6/10
K

Kabilian's Car Kare

6/10
P

Paul

6/10
B

BMW & Luxury Used Car Dealer Farmington Hills, MI

6/10
R

RealTruck

6/10
D

Delta PAG

6/10
U

Used Cars, Trucks, & SUVs For Sale in NJ and PA

6/10
C

Chevrolet Dealer in Lake Katrine, NY

6/10
N

Nissan Dealership Serving California, MD & Nearby

6/10
L

Legacy GMC in Slidell, LA

6/10
B

Box 31 Orlando - Auto Sales

6/10
H

Henry's Auto Detailing

6/10
I

IMS Detailing | Ceramic Pro Manchester

6/10
U

Used Car Dealer in Yakima, Washington

6/10
C

Concordia Chevrolet

6/10
C

Cadillac of Las Vegas: New Cadillac dealership in Las Vegas, NV

6/10
K

Kia Dealership in Billings MT

6/10
L

Lakeside Chevrolet

6/10
T

Tony's Muscle Cars & Restorations - We have a passion for restoring classic GM muscle cars.

6/10
H

Honda Windward

6/10
N

New and Used Ford Dealer in Goffstown, New Hampshire

6/10
A

Auto Repair in Kissimmee, FL

6/10
T

Tate Boys

6/10
S

Stairlifts Made Simple

6/10
S

Signature Toyota

6/10
S

Saints Collision Services

6/10
M

Mercedes

6/10
R

RADEN4D

6/10
J

JS Truck Insurance Agency

6/10
W

W.I. Simonson

6/10
T

Taylor Auto Air

6/10
B

Benson CDJ

6/10
W

WOT Auto Spa

6/10
A

Auto Repair in Santa Maria, CA | German Auto of Santa Maria Reviews Stars Rating

6/10
S

Speed Demon Official

6/10
S

Sure Stop Tire & Automotive

6/10
B

Brand It Signs and Awnings

6/10
B

Bob Brady Chrysler Dodge Jeep Ram FIAT

6/10
C

Clean Clutter Junk Removal and Demolition

6/10
E

EDS Parts

6/10
B

Best Auto Detailing In Bethlehem, PA

6/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands β†’

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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