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.

323,705
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 323,705 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,889
Needs Work4-5
63%
203,905
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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323,705 brands scored - page 172 of 3,238

P

Piazza Acura of Ardmore

6/10
U

Used Cars, Trucks, & SUVs in Motor City

6/10
C

Cascade Chevrolet

6/10
N

New & Used Ford Dealership in Flemington, NJ

6/10
A

Austin Auto Repair & Mechanics

6/10
K

Ken Ganley Volkswagen Bedford

6/10
N

Nalley Kia

6/10
M

Mazda Dealer in Salem, VA

6/10
T

Tony Honda Kona

6/10
C

Chevrolet Car Dealership Chelsea, MI

6/10
C

CarMart Auto Services

6/10
J

James Cars

6/10
M

Maplecrest Ford Lincoln of Union

6/10
M

Meilleur casino en ligne Canada

6/10
O

O'Steen Volvo Cars of Jacksonville

6/10
P

Pierce Auto Center

6/10
S

Shafer

6/10
N

New and Used Hyundai Dealership in Marion OH

6/10
U

Used Cars Tampa

6/10
C

Coastal Chevrolet

6/10
E

Exclusive Racing - Race Cars, Track-Day & High-Performance Vehicles Marketplace

6/10
M

MINI of Stevens Creek

6/10
R

Ready Mixed Concrete

6/10
T

TraXtion

6/10
B

BMW of Roseville

6/10
F

Funshares Revolution - Funshares Revolution

6/10
L

Louisville & Clarksville Honda Dealer

6/10
B

Black Hills Customs

6/10
K

KarGenie

6/10
H

Honest and Fair Auto Repair in North Olmsted, OH

6/10
B

Bling Sauce

6/10
T

Toyota Dealership in Newton NJ

6/10
C

Chrysler Dodge Jeep Ram Dealership in Reedsburg, Wisconsin

6/10
E

European Car Repair Indianapolis Pete’s Service Center Phone Icon

6/10
T

Tiger Manufacturing

6/10
A

ALEXISTOGEL

6/10
M

MINI Dealership Near You in Richmond, VA

6/10
M

Mercedes

6/10
F

Ford Cars Dealership in Mayfield Heights, OH

6/10
M

Mann Chevrolet

6/10
F

Fox Ann Arbor Nissan

6/10
Y

York Gary Autoplex

6/10
H

Honda Fort Pierce, FL

6/10
N

New and Used Ford and GMC Dealer in Hawley, MN

6/10
J

JDM Engine Depot

6/10
U

Used Cars Pompano

6/10
W

West Michigan's Distributor

6/10
N

New and Used Volkswagen Dealer

6/10
N

North Knox Chrysler Dodge Jeep Ram

6/10
D

DTM Autowerks

6/10
T

Toyota Dealership in Monroe LA

6/10
B

Bennett Family of Companies

6/10
T

Trevor Merren Auto

6/10
J

Jay Wolfe Body Shop

6/10
C

Collision Repair and Free Loaner Vehicles

6/10
L

Lorenzo Nissan: New Nissan & Used Car Dealer In Homestead, FL

6/10
L

LW Americas

6/10
A

Auto Repair Shop - eAutoCollision

6/10
M

Mobile Locksmith Tampa

6/10
W

Wayne Subaru

6/10
F

Francisco's Auto Repair

6/10
H

Honda Stratham

6/10
M

MVP Miami

6/10
N

New Chevrolet & Used Car Dealership in Dodge City, KS

6/10
A

Allied Sinterings, Inc.

6/10
C

Chevrolet Dealer in Charlotte NC

6/10
N

New & Used Ford Dealership

6/10
D

Dodge Chrysler Jeep Ram Dealer Philadelphia, Jenkintown PA

6/10
U

Union's Maxon Buick GMC

6/10
L

Lexutech

6/10
O

Ozark Chevrolet

6/10
P

Porsche Center Colorado Springs CO

6/10
H

Hendrick Collision

6/10
A

Auto Repair in Houston, TX

6/10
R

RideNow Burleson: Powersports Dealer in Burleson, TX

6/10
A

AutoNation Acura Gulf Freeway

6/10
C

Chrysler Dodge Jeep Ram Dealership in Farmington ME

6/10
I

Independent BMW Service | Foreign Motorcars Quincy MA Star Rating Icon

6/10
R

Rochester's Santa Motors Inc.

6/10
C

Cool Car Guys

6/10
A

Auto Key Replacement San Antonio

6/10
S

Suburban Cadillac of Troy

6/10
N

New Ford & Used Car Dealer

6/10
A

AutoNation Ford Dealership in Margate, FL

6/10
A

AutoNation Hyundai Tempe

6/10
P

Philpott Toyota: Toyota Dealership in Nederland TX

6/10
C

Custom Window Coverings St. Louis

6/10
V

V. Mathis Insurance Agency

6/10
M

McCormick Auto

6/10
M

McGovern GMC of Westborough

6/10
S

Sango GMC

6/10
U

Used Car Dealerships Tacoma WA

6/10
E

European Auto Repair | Today's European Cars | Houston Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Location marker icon.A black outline of a telephone handset with sound waves.Clock icon showing the time is 4:00.Map marker icon.Telephone icon with sound waves.Clock showing 4 o'clock.Location pin icon.Telephone icon with sound waves.Clock showing the time is approximately 4:05.Black location pin icon.Phone icon.

6/10
B

Bulldog Signs and Graphics

6/10
G

Gilberts of Sand Creek CDJR Dealership

6/10
S

Suburban Chevrolet

6/10
M

Mike's Towing LLC

6/10
U

Used Car near Me

6/10
N

Nick Truesdale

6/10
M

MINI of Las Vegas

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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