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.

320,114
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,114 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
6%
20,790
Needs Work4-5
61%
194,452
Not Discoverable0-3
33%
104,790

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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320,114 brands scored - page 95 of 3,202

G

Goodyear Brakes

6.1/10
S

Subaru Dealer in Harrisonburg Serving Central Virginia

6.1/10
D

Dyer Chevrolet Fort Pierce

6.1/10
A

All Solutions Insurance

6.1/10
S

Sharon Valley Bicycle Shoppe

6.1/10
A

atlantaautospa

6.1/10
3

360 Towing Solutions

6.1/10
A

Auto Repair

6.1/10
D

Dallas Law | Melville, NY A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.

6.1/10
A

Auto Body | San Diego, CA | Pacific Coast Auto Detail Center A black, twelve

6.1/10
N

North Huntingdon Chevrolet Dealer in North Huntingdon PA

6.1/10
D

Davenport Autopark

6.1/10
A

Auto Body Shop Burnet, TX | Lake Country Collision A car with a wrench and scissors attached to it.A car with a wrench and scissors attached to it.CloseClose

6.1/10
S

Sacramento Specialty Automotive

6.1/10
E

Ecology Transportation Services

6.1/10
P

Propane Gas Sales & Service in Fredericksburg, TX Save MoveyEmergencyLow PricePhone

6.1/10
A

Auto Body Shop Bridgeport CT

6.1/10
S

Supreme Wraps

6.1/10
K

Kelderman

6.1/10
T

ThreePiece.us

6.1/10
V

Van Bortel Ford

6.1/10
A

Auto Repair in Dublin, PA | Bucks County Auto Care Star Rating Icon

6.1/10
A

Advanced Automotive

6.1/10
H

Homepage

6.1/10
N

Nalley INFINITI Marietta

6.1/10
C

Centerfield Electric | Colorado Call us iconChat iconBook online iconCall iconEmail icon

6.1/10
G

Gurney’s Automotive

6.1/10
T

Tacoma Dodge Chrysler Jeep Ram

6.1/10
B

Bayside Toyota

6.1/10
C

Columbus Body Works

6.1/10
D

dealerservicealternative

6.1/10
E

Expert Auto Repair Shop in Irmo, SC | Imports Plus Reviews Stars Rating

6.1/10
C

Chevy Dealer Jenkintown PA

6.1/10
S

SigmaGrafix

6.1/10
C

Coldmaster

6.1/10
5

503 Tires

6.1/10
T

Toyota of Massapequa

6.1/10
T

Tomlinson Motor Company - Gainesville,FL

6.1/10
O

OptiShine Detailing in Orlando, FL

6.1/10
G

Grace Auto Sales & Service

6.1/10
B

Buick, GMC Dealership in Manahawkin NJ

6.1/10
B

Best Auto Repair Service in Raleigh, NC

6.1/10
U

University Ford

6.1/10
C

Chapman Ford Scottsdale

6.1/10
K

Kia Dealership in Coatesville, PA

6.1/10
W

Wile Motorsport

6.1/10
M

Metro Locksmith

6.1/10
S

Sutherlin Nissan Orlando

6.1/10
R

RK Chevrolet of Virginia Beach VA

6.1/10
D

Dose Independent

6.1/10
I

Iconic Automotive

6.1/10
T

Towing Company Seattle WA

6.1/10
D

DuFresne's Auto Service

6.1/10
T

Tampa #1 Trusted Local Locksmith | We Do Locksmith

6.1/10
R

Reliable Auto Glass

6.1/10
W

WIndow Tint, PPF In Phoenix | Protection & Correction Black curved lines on a white background.Black, stylized symbol including a rounded diamond and a wrench.Black circle with a white dollar sign.Location marker icon.Outline of a phone receiver.Envelope icon.

6.1/10
W

Walters Nissan

6.1/10
T

Tech Plus Automotive

6.1/10
G

Getz Automotive

6.1/10
V

Visit Honda of Jonesboro

6.1/10
E

Elk River Tire and Auto

6.1/10
G

Genracer

6.1/10
M

Myers Automotive

6.1/10
A

Advantage Signs

6.1/10
E

Eurosport

6.1/10
T

Towing, Tow Truck, 24/7 Towing Northern Colorado

6.1/10
M

Master Odor Removal

6.1/10
P

Premium Window Film & Treatments in Saginaw, MI | Xtensun Window Film Commercial Heat Reduction TintBusiness Window Privacy FilmCommercial Energy Efficiency FilmCommercial Window TreatmentsOffice Window BlindsBuilding Window Tinting ServicesCommercial Sun Control Film

6.1/10
L

Locksmith Solutions

6.1/10
T

Transmission Repair

6.1/10
H

Home Page

6.1/10
B

bestgraphicscompany

6.1/10
C

Car Service & Repair

6.1/10
A

Auto Repair & Off-Road Builds in Haltom City, TX | Tandem Offroad Reviews Stars Rating Icon

6.1/10
M

Manufacturing Outlook

6.1/10
C

Chevrolet Dealership

6.1/10
D

Dellcy

6.1/10
V

Vintage, Classic & Antique

6.1/10
P

Proficient Auto Logistics

6.1/10
C

Chevrolet Dealer in Kenosha, WI

6.1/10
T

Texas Motorcars

6.1/10
M

Mechanics Pride Tire & Automotive

6.1/10
C

candsautorepairllc

6.1/10
K

KisKis Tire Latham, NY 12110 -

6.1/10
H

Hullco Antique Auto Restoration

6.1/10
J

JLD Enterprises, LLC

6.1/10
A

All Access Garage Doors

6.1/10
4

41 Auto Stop

6.1/10
A

Adrenaline Customs

6.1/10
M

Motor Works West - BMW Repair & Service in Wyckoff, NJ Review Star Rating

6.1/10
J

Japanese Auto Repair & Service

6.1/10
C

Checking your browser

6.1/10
I

Indiana Transport

6.1/10
A

A Shade Darker | Window Tinting & Paint Protection in Santa Rosa

6.1/10
K

Krause Auto Group

6.1/10
M

Module Experts

6.1/10
C

Capitol Hill Auto Service -

6.1/10
S

Smythe Volvo Cars: New & Used Volvo Dealer Summit NJ

6.1/10
D

DriveHIMALAYA

6.1/10
M

Maritime Chevrolet

6.1/10
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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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