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.

319,628
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,628 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,931
Needs Work4-5
63%
200,440
Not Discoverable0-3
30%
97,174

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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319,628 brands scored - page 149 of 3,197

T

Top Auto Repair Shop in Bridgeton, MO - Hood's Automotive Clock Icon

6/10
E

Edison INFINITI

6/10
A

AutoWits Auto Repair - Auto Repair Service Shop | Scottsdale, AZ Reviews Stars Rating Icon

6/10
A

Auto Repair in Pflugerville, TX | Austin RoverWorks Review Star Rating

6/10
L

Locksmith

6/10
N

New Jeep Ram Dodge Chrysler Dealer in Danville KY

6/10
V

Volkswagen Dealership in Nanuet, NY

6/10
H

H & S Tire & Auto Center

6/10
G

Griffin Muffler & Brake Center LLC

6/10
S

Smith Chevrolet Of Lowell

6/10
T

Touchless Car Wash | Billing, MT | The Wave Auto Care Center - Touchless Car Wash, Professional Detailing, and Quality Oil Changes in Billings Montana

6/10
G

Garage Built Gear

6/10
L

Leif Johnson Ford of Austin

6/10
E

European Auto Repair

6/10
M

Mountaineer Honda

6/10
T

Tropical Towing & Roadside

6/10
M

Moose Track Garage Doors

6/10
G

Gengras Chrysler Dodge Jeep Ram Fairfield

6/10
C

Cold Air Inductions

6/10
F

Fort Worth Autowerks LLC

6/10
G

GRUBBS INFINITI in Grapevine, TX

6/10
L

Luxury Jaguar Cars, SUVs, & Service

6/10
L

LaFAYETTE Collision Center - Quality Auto Repair in Marquette, MI

6/10
Q

Quality Auto Body WI

6/10
W

Whittier Locksmith Store

6/10
A

Auto Repair | JoJo Auto Body | San Fernando Valley, CA Black calendar icon with check mark.Towing service symbol: a hook lifting a car.Pickup truck on a lift in a garage.Clipboard with dollar symbol and list, next to a calculator.Car silhouette with wrench, representing automotive repair.Telephone receiver next to a stopwatch, indicating call duration.Car being repaired on a lift with a wrench icon.Black silhouette of a food truck.Car icon with a wrench above, indicating auto repair.A car being painted by a person with a spray gun.Car being transported on a tow truck.Three overlapping speech bubbles with ellipsis dots, indicating a conversation.Contact Us

6/10
S

Superstition Hobbies

6/10
C

Collision Auto Parts

6/10
N

New & Used Toyota® Dealer Surprise AZ

6/10
B

Bert Smith BMW

6/10
M

MINI Bedford

6/10
F

Fremont Foreign Auto -

6/10
N

New Jaguar & Used Luxury Car Dealer

6/10
A

Auto Repair in Burlingame and San Francisco, CA - The Garage Location Icon

6/10
H

Hallada Motors Inc.

6/10
E

Expert Auto Repair Shop Serving Northeast San Antonio since 1958

6/10
P

Precision Sport Industries

6/10
H

HydraBed

6/10
A

Auto Repair Services in Ardmore, OK | OneWay Automotive Review Star Rating

6/10
D

Demotte Wiers Chevrolet GMC

6/10
A

Amphibious Equipment

6/10
T

Tow-Tegrity

6/10
D

Dick Hannah Vancouver Auto Body

6/10
P

Premier Kia Dealer Branford CT

6/10
C

Chicago Cougars Hockey

6/10
M

MFC Roadside Assistance

6/10
A

Auto Collision Repair

6/10
S

Superior Car Credit

6/10
C

Crash Champions Collision Repair, Auto Body & Paintless Dent Repair

6/10
W

Windshields | All Island Auto Glass | East Northport, NY CloseClose

6/10
B

Bandits Emporium

6/10
D

Dutchess Cars

6/10
M

Murray Motors Milton

6/10
C

Circle Isuzu

6/10
B

Blue Diamond Chevrolet: Local New & Used Chevrolet Dealership in Price, UT.

6/10
H

Hendrick Collision

6/10
C

Cavero Coatings

6/10
H

Home Page

6/10
M

Mike the Poolman

6/10
S

SNS Automotive Repair - SNS Automotive Repair Shop in DeBary

6/10
T

Thornton Iron & Metal, Inc.

6/10
C

Chevrolet & GMC Dealer Auburn NY

6/10
P

PVT Land Company, Ltd.

6/10
F

Frederick Auto Body

6/10
B

Bransfield Motor Company | Tires & Automotive | Reisterstown, MD Black van icon.Black and white line drawing of a car.A steaming mug of coffee.Outline of a key.Maryland State Inspection at Bransfield Motor Company in ReisterstownEmission Repair at Bransfield Motor Company in ReisterstownCheck Engine Light at Bransfield Motor Company in ReisterstownScheduled Maintenance at Bransfield Motor Company in ReisterstownSteering and Suspension Service at Bransfield Motor Company in ReisterstownBrake Work at Bransfield Motor Company in ReisterstownReviews about Bransfield Motor Company in ReisterstownReviews about Bransfield Motor Company in Reisterstown

6/10
A

Auto repair shop Kent WA

6/10
A

Auto Service Repair

6/10
S

Sarasota Toyota, New & Used Toyota Dealership in Sarasota, FL, Serving Parrish, Venice, Palmetto, & Bradenton

6/10
B

Bimmers Only

6/10
L

Lano Emergency Road Service

6/10
M

Miracle Nissan of North Augusta

6/10
A

Arizona Truck A/C & Repair

6/10
A

Auto Repair Santa Rosa | Car Maintenance | Auto Repair Shop

6/10
P

Praxis Detailing

6/10
M

Mo Better Garage

6/10
D

Dempsey's Service Center

6/10
R

RideNow Gainesville: Powersports Dealer in Gainesville, FL

6/10
U

Used Cars for Sale in Raleigh NC

6/10
A

Auto Repair Experts in Colorado Springs, CO | Anthony's Pro Auto Reviews Stars Rating

6/10
K

Kaiser Transport

6/10
J

JP Auto Transport

6/10
N

New & Used Volkswagen Cars

6/10
N

New and Used GMC dealership in Chadron NE

6/10
W

Wreck Check Atlanta

6/10
C

Carlsbad Auto Service

6/10
T

Tree Solutions · Premium Tree Services in Nashville & Mount Juliet, TN

6/10
H

Home | Pick Your Leisure A white background with a few lines on itBlack map location pin icon on a white background.A simple black

6/10
J

Jeff's Car Wash

6/10
A

AJ's Dent - Your hail damage repair experts!

6/10
B

Battlefield Toyota

6/10
N

New and Used Chevrolet Dealer Cadiz

6/10
P

Principle Volvo Cars San Antonio: Volvo Dealer In San Antonio

6/10
Z

ZZ Diesel

6/10
H

HelixMotors

6/10
M

Mast Service Center Inc.

6/10
G

Genesis of Parma

6/10
V

Volkswagen Avondale

6/10
F

Fire Lion Global

6/10
S

Service Tire Truck Centers

6/10
N

New Mercedes

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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