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.

323,704
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 323,704 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,889
Needs Work4-5
63%
203,905
Not Discoverable0-3
30%
97,828

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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323,704 brands scored - page 173 of 3,238

H

Hondru Auto Group

6/10
N

New & used BMW Car Dealer Corpus Christi near Ingleside

6/10
J

Jackie Cooper Imports

6/10
M

Mahon Ford

6/10
S

Spartan Radar

6/10
C

Chrysler, Dodge, Jeep Ram Dealer in Wynne, AR

6/10
A

Auto Park CDJR

6/10
A

Auto Tinting Services Knoxville | Volunteer Window Tinting A black icon of a car door with open cloth.Black price tags with a percentage sign.Hand holding a box and a medal.A black car icon with a wrench superimposed on it.Black icon of a car door with a tinting tool.A black to

6/10
R

River Oaks Hyundai

6/10
C

CDRF of Manhattan & Jeep of Manhattan

6/10
L

Lexus of Glendale

6/10
N

New & Pre

6/10
N

New & Pre

6/10
M

Matthews Hyundai of Syracuse

6/10
R

Red McCombs Drive Away Motors

6/10
F

Fox Chrysler Dodge Jeep Ram Dealership in Grand Rapids, MI

6/10
R

RideNow Daytona Beach: Powersports Dealer Daytona Beach, FL

6/10
S

Superior Subaru of Houston

6/10
U

Used Car Dealerships In Addison IL

6/10
N

New & Used Honda Models

6/10
U

Used Car Dealer Rockville Centre Queens NY

6/10
F

Fast Guys Automotive

6/10
W

Wrench - Mobile Mechanics | Diagnostics, Brake & Auto Repair On The Go

6/10
K

KOKO35

6/10
E

Eastchester Chrysler Jeep Dodge Ram in The Bronx, New York

6/10
H

Hiley Automotive Group, New & Used Automotive Dealership Group in Fort Worth, TX

6/10
M

McLarty Auto Group

6/10
W

www.billwhiteinsurance.com

6/10
L

La Salle Body and Fender

6/10
S

Signs & Lines By Stretch

6/10
M

MOT Birmingham

6/10
I

Import Auto Repairs in Kalamazoo, MI | Flying Dog Garage Reviews Stars Rating Icon

6/10
E

Eurospares Ltd

6/10
S

Sarveshwari Garage Equipments

6/10
H

Honda of Santa Fe

6/10
B

Buick, GMC Dealership in victorville CA

6/10
P

Probe Engineering

6/10
S

Swickard Toyota 101

6/10
A

Autotech Collision Service | Auto Body Repair

6/10
D

Donovan Auto & Truck Center

6/10
P

PerformanceWerks Auto Clinic Inc

6/10
S

South Florida Boats

6/10
N

New & Used Cars For Sale

6/10
D

Dave Sinclair Ford

6/10
E

Expert Locksmith Aventura

6/10
P

Phoenix Kia Dealer

6/10
C

Copeland Chevrolet

6/10
P

Pettus Chrysler Dodge Jeep Ram in Farmington near Festus, Perryville, Pevely, Cape Girardeau, Poplar Bluff

6/10
J

Jim Falk Chrysler Dodge Jeep RAM FIAT

6/10
R

rkmotors

6/10
E

ETS Airport Shuttle

6/10
T

Truck and Trailer Repair Shop & Services Near Asheville, NC

6/10
N

New & Used Subaru Cars

6/10
S

StockInteriors.com

6/10
N

New & Used Trucks, Trailers & Parts for Sale

6/10
T

Tritonmark

6/10
S

Service Master Clean

6/10
S

Svart Records

6/10
H

Hss World

6/10
E

Esso Card - EN-GB

6/10
A

A&D Company

6/10
R

Ryan Friedman Motor Cars

6/10
G

Gwatney Chevrolet

6/10
T

The Heckler

6/10
B

Beverly Hills BMW

6/10
V

Volkswagen of Fallston

6/10
P

Power of Bowser

6/10
F

Fueltrax

6/10
N

New Hyundai & Used Cars For Sale

6/10
U

University Chevron

6/10
P

Paul Brown Chevrolet

6/10
B

B&O LockSmith Services

6/10
F

Fairmount Car & Truck Rental

6/10
R

RDO Truck Centers

6/10
M

Mobile Mechanics Of Austin

6/10
C

Courtesy Chrysler Dodge Jeep RAM

6/10
C

Coggins Toyota Of Bennington

6/10
C

Cars for Sale

6/10
N

Northgate Towing

6/10
K

Kings Kia

6/10
C

Charlie Clark Chevrolet In Stanton, TX

6/10
B

Billboards, Out Of Home, & Outdoor Media | Ad Focus

6/10
A

Auto Express Service Centers

6/10
D

Dulles Honda Dealership

6/10
S

South Jersey Chevy Dealer

6/10
M

Matthews Tire

6/10
O

Oil & Gas For Sale

6/10
D

Delaware Cadillac

6/10
C

Circuito Monteblanco

6/10
T

Tacoma and Gig Harbor Auto Repair - Stroh's Automotive Services Empty white space.Empty white space.White background.Empty white space.Empty white space.Accessibility Icon

6/10
N

New Hyundai and Used Car Dealer

6/10
S

Stephen Wade Honda

6/10
A

Auto Body Repair | Murray's Body Shop | East Jordan, MI Black checkmark inside a scalloped seal icon on a white backgroundTechnician icon holding a wrench on a white backgroundThree outlined cars stacked diagonally, black icon on white backgroundShield icon with a checkmark, indicating security or verification

6/10
T

Thompson Toyota

6/10
N

New and Used Chevys for Sale

6/10
A

Auto & Fleet Service | Kwik Kar Vista Ridge | Lewisville, TX CloseClose

6/10
A

Auto Repair Shop in Watertown, SD

6/10
L

Lamborghini Salt Lake City

6/10
B

Blue Jay

6/10
A

Auto10.com | Expertos en coches

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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