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%
203,904
Not Discoverable0-3
30%
97,829

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 167 of 3,238

B

Brandon Reeves Auto World

6/10
F

First Klass Vinyl

6/10
R

Rockland Hyundai

6/10
H

Hus Collision Center

6/10
N

New & Used Chevrolet Dealer Mount Pocono PA

6/10
F

Fox Marquette Chevrolet

6/10
A

Alan Jay Chrysler Dodge Jeep RAM in Wauchula

6/10
G

GACOR368

6/10
C

Chrysler Dodge Jeep Ram Dealership in Hanover, PA

6/10
N

New & Used Cadillac Dealer

6/10
J

J.B.A. Collision Center

6/10
C

Cornerstone Automotive

6/10
G

Garage Door Repair in Round Rock TX

6/10
C

Castle Collision

6/10
C

Clark's Sharp

6/10
W

Wallace Volkswagen Of Kingsport

6/10
S

S&S Brokerage Inc.

6/10
P

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

6/10
L

Lorens Auto and Truck Repair

6/10
N

New and Used Nissan dealership in Missoula

6/10
M

MotoWheels

6/10
A

AGEN96

6/10
C

ColorKraft Auto Refinishers

6/10
S

Selma Hyundai

6/10
T

Toyota Carlsbad

6/10
W

We Buy Junk Cars, We Sell Used Auto Parts

6/10
M

Mishawaka IN's Gates Chevy World

6/10
R

RideNow on Boulder: Powersports Dealer in Las Vegas

6/10
T

Tom Kelley Ford

6/10
M

Matt's Auto Shop

6/10
G

Greenwich Ford Dealer

6/10
N

Nourse Toyota

6/10
K

Kia Dealer Waldorf MD

6/10
S

Southbayclearvue

6/10
D

Diesel Performance Specialist

6/10
P

Precision Garage Door Service Indianapolis

6/10
N

New Mercedes

6/10
5

5th & Oak Autobody

6/10
N

New & Used Cars, Trucks & SUVs in Yamhill County, OR

6/10
E

Exotics Hunter

6/10
N

Nelson Auto Center in Fergus Falls MN

6/10
T

The Premier Collection

6/10
S

SC Auto & Home Insurance Agent Gene Murray - State Farm®

6/10
B

Baughmans U-PULL-IT

6/10
N

New and Used Volkswagen Dealership

6/10
T

Toyota of Turnersville

6/10
T

Trinity Auto Haus

6/10
C

Commercial Trucks Dealership Homestead FL

6/10
N

New & Used Car Dealership in Beaver Falls, Pennsylvania

6/10
H

Healey Brothers Ford: Ford Dealership in Poughkeepsie, NY

6/10
M

Mitsubishi Dealership in Richmond, VA

6/10
A

Alfa Romeo Dealership Northern Kentucky

6/10
A

AutoNation Subaru Arapahoe

6/10
G

Giles Volvo Cars El Paso

6/10
M

Maali Motorsports

6/10
L

Lee Chrysler Jeep Dodge Auburn

6/10
C

Chevrolet Dealership in Lancaster, SC

6/10
P

P&P Auto Repair

6/10
B

Buick GMC Dealership in Jacksonville FL Near Arlington Orange Park

6/10
C

Cesar Auto Locksmith

6/10
H

Hyundai Dealership Near Me

6/10
N

New and Used Lotus, Volvo and Subaru Dealer

6/10
F

F

6/10
G

Gaithersburg Chevrolet Dealer in GAITHERSBURG MD

6/10
F

Fox Subaru Macomb

6/10
B

Bentley Atlanta

6/10
G

Green Certified West

6/10
S

Service Street

6/10
L

Lane's Car Products

6/10
N

Nissan of Meridian

6/10
W

Webb Chevrolet

6/10
B

Boca Autohaus Motors

6/10
T

Toyota Dealer Wichita KS

6/10
N

New & Used Volkswagen Car Dealer Rockville

6/10
H

Hyundai of Cottonwood

6/10
B

Bill Rapp GMC

6/10
T

Trailer Dealer

6/10
J

Jim Hoffpauir Chevrolet

6/10
U

Used Vehicle Dealership Wilmington NC

6/10
C

Cass Burch Chrysler Dodge Jeep Ram Dealer Quitman, Thomasville GA, Tallahassee FL

6/10
M

Mazda Dealer Nyack NY

6/10
D

Dunphy Ford

6/10
C

Champion Chrysler Dodge Jeep RAM

6/10
F

Foreign Exchange

6/10
M

Modern Auto Company

6/10
R

Ripley and Fletcher Ford

6/10
C

Chevrolet Buick GMC Dealership Near Oklahoma City

6/10
W

Wolfchase Toyota

6/10
A

Avenue Locksmith

6/10
H

Harvest Chevrolet

6/10
M

Mazda Dealer Louisville, KY

6/10
N

New and Used Hyundai Dealer in Cicero

6/10
N

Northpoint Insurance Advisors

6/10
H

Hagerstown Kia

6/10
N

New and Used Subaru Dealer Near Nashville

6/10
R

Rise & Shine Garage Doors

6/10
T

Toyota of Mt. Pleasant

6/10
C

Cape May Court House Kindle Auto Plaza

6/10
H

Hyman Bros. Kia

6/10
G

Garage Door Repair, Installation

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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