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.

319,782
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,782 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
20,896
Needs Work4-5
61%
195,420
Not Discoverable0-3
32%
103,384

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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319,782 brands scored - page 105 of 3,198

A

Auto Repair in Wichita, KS | Yost Auto Service Reviews Stars Rating

6.1/10
W

Willmar Chevrolet Dealer in WILLMAR MN

6.1/10
S

Splashy's Car Wash

6.1/10
A

Auto Repair and Service in Austin & Liberty Hill, Texas | Edgestone Automotive

6.1/10
S

SVC Offroad

6.1/10
G

Gt Imports Limited

6.1/10
L

LimoCity

6.1/10
C

Chrysler Dodge Jeep RAM Dealership Tysons VA

6.1/10
C

Cao-Tech LLC

6.1/10
M

Motorwerks Auto Group

6.1/10
E

EGI GRAPHIC DESIGN & VEHICLE WRAPS

6.1/10
W

World Wide Automotive Service

6.1/10
L

Longview Auto Repair

6.1/10
T

Toyota Dealer Harrisburg, Lancaster, York PA

6.1/10
C

Certified Benz & Beemer

6.1/10
T

Toyota Vehicles for Sale in Morgan City

6.1/10
R

Reliable Transmission Repair

6.1/10
G

Glenns European Auto Repair

6.1/10
S

Sun Auto Tire & Service

6.1/10
M

MAC Products

6.1/10
M

Motor Car Mall

6.1/10
B

Bucks Automotive

6.1/10
L

Loyalty Nissan

6.1/10
N

National Truck Protection

6.1/10
S

San Antonio Toyota Dealer in San Antonio TX

6.1/10
M

Mercedes Benz Factory Repair Center, Maryland and Mid Atlantic

6.1/10
M

Moms Who Create

6.1/10
G

Grapevine Toyota Dealer

6.1/10
L

Lundgren Honda Of Greenfield

6.1/10
A

A & A Trailer Hitch Center | Bradenton, FL Contact Us

6.1/10
P

Pixel Wraps

6.1/10
K

Koester's

6.1/10
I

iPull

6.1/10
K

Klassic Rides | Auto Restoration Services and Repairs

6.1/10
L

Lynch Toyota

6.1/10
G

Get Pro Locksmith - Professional & Trustworthy Locksmith sservice any door lock repair/replace most of the major brand locks for residential and commercial.

6.1/10
B

Bruce Lowrie Chevrolet

6.1/10
T

Truck Dealer | Kei Truck King Menu icon: Three horizontal, black, evenly spaced lines.(845) 926

6.1/10
T

Truck Tinting | Independent Window Tinting | Rapid City, SD CloseClose

6.1/10
C

Cox Fleet

6.1/10
J

Jeff Wyler Honda of Colerain: Honda Dealer in Cincinnati, OH

6.1/10
Z

Zeigler CDJR of Grandville

6.1/10
C

Curry Toyota

6.1/10
A

Auto Body Sellersville, PA | World Class Auto Body Clipboard with dollar sign, list, and calculator. Financial planning icon.Family icon: two adults with arms around a child.Wrench over a car; indicates repair or maintenance.Car and gear icon, depicting auto repair services.Gift box with bow on top.Car with shield and checkmark, representing insurance or protection.Car with wrench on top, indicating auto repair.Black RV icon on a white background.Car insurance document and car icon.Briefcase icon.Briefcase icon.Briefcase icon.Outline of a briefcase with a handle.A briefcase icon.Briefcase icon, black outline on white background.Briefcase icon.Briefcase icon.Outline of a briefcase with a handle.Briefcase icon.Black and white briefcase icon.Briefcase icon.Two overlapping speech bubbles with ellipsis dots, indicating a conversation.Contact Us

6.1/10
L

Locksmith Charlotte NC

6.1/10
O

Owens Products

6.1/10
M

Magnum Towing

6.1/10
Z

Zeigler Chevrolet of Schaumburg

6.1/10
T

Toyota of Batavia: Toyota Dealership in Batavia, NY

6.1/10
E

Ethan's Honest Automotive Service and Repair

6.1/10
R

Rapid Rafter — The Double

6.1/10
D

David McDavid Honda of Frisco

6.1/10
F

Final Details

6.1/10
S

Stroebel Automotive - Auto Repair Service Saginaw

6.1/10
W

W&L Mazda Dealer in Northumberland PA

6.1/10
N

New & Pre

6.1/10
H

Honda Dealer New Bern NC

6.1/10
C

California Renewable Transportation Alliance

6.1/10
O

O’Malley Tire & Auto | Tires & Car Service in Dripping Springs,Marble Falls, Spring Branch TX - We Keep You Moving.

6.1/10
M

Matick Auto Wash

6.1/10
N

New & Used Car Dealership in Fargo, ND

6.1/10
R

Right Toyota

6.1/10
C

Chrysler Dodge Jeep Ram Dealership Albany NY

6.1/10
A

Auto Valley Group

6.1/10
B

Bill Fitts Auto Sales

6.1/10
T

Truck Country Outfitters

6.1/10
J

jk-automotive

6.1/10
N

Nuss Truck & Equipment

6.1/10
A

AutoTech Blackhawk

6.1/10
W

Worldwide Aircraft Services, Inc.

6.1/10
F

Fuel Station in Boise, ID | Gran-Del Petroleum Products quotesArtboard 1 copy 2

6.1/10
C

Crownsville & Millersville Automotive

6.1/10
B

Budget Transmission - No Commission Means Lower Prices For You

6.1/10
M

Morgantown, WV Nissan Dealer in Morgantown WV

6.1/10
N

Nissan Dealership in Concord CA

6.1/10
L

Leaf Spring & Suspension Authority Since 1965

6.1/10
C

Cloninger Ford of Morganton

6.1/10
H

Home

6.1/10
S

SimplyEuro

6.1/10
V

Volkswagen Dealership in Olympia WA

6.1/10
W

www.safertrucking.org

6.1/10
W

Waln Repair

6.1/10
O

One Sky Media Webmasters

6.1/10
V

Volkswagen Dealership in Jacksonville, FL

6.1/10
H

Horizon Garage Door

6.1/10
B

Big Brand Tire & Service

6.1/10
F

Fort Collins Auto Repair | Gilsdorf Garage Phone Icon

6.1/10
L

Locksmith Services | Lee Lock & Key | Fort Myers, FL Clock with arrow circling around it.Document with question mark, clock, and dollar sign.Badge with checkmark.Black store icon with location pin.Black and white calendar icon.Black trophy with a star inside.Car with a lock icon, indicating the car is locked.Black padlock icon on white background.Door handle with key and lock icon.Gear, checkmark, wrench, and hand icon representing settings or maintenance.Black safe icon with white outline.Two overlapping speech bubbles with dots inside, representing a conversation.Contact Us

6.1/10
S

State College Chevrolet Dealer in State College PA

6.1/10
G

Garage Door Services St Cloud, FL

6.1/10
N

New & Used Honda Dealership in Kokomo, IN

6.1/10
S

Steve's Automotive Specialists

6.1/10
A

Auto Repair & Auto Body Shop in Tampa, FL

6.1/10
T

Towlift

6.1/10
C

Columbus auto repair 43201 | Alternative Auto Care 614-294-0580 | brake repair in Columbus OH | Brake Repair in Columbus OH

6.1/10
W

West Houston Auto Repair

6.1/10
C

Cadillac Dealer near Me

6.1/10
G

Goff's Performance Solutions

6.1/10
R

ROYAL LOCKSMITH

6.1/10
M

Marshall Goldman Motor Sales

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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