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.

324,145
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 324,145 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,917
Needs Work4-5
63%
204,226
Not Discoverable0-3
30%
97,919

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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324,145 brands scored - page 180 of 3,242

G

Garber Chevrolet Midland®

6/10
T

TAXA Outdoors

6/10
J

Johnson Auto Colorado

6/10
D

Découvrez Dani Cursino Dermopigmentation à Mulhouse

6/10
A

AutoJini

6/10
G

Garvey Auto Body

6/10
R

RideNow Phoenix: Motorcycle & Powersports Dealer in Phoenix

6/10
S

Simmons

6/10
P

Pace Tire Pros

6/10
L

Lexus of Chester Springs

6/10
H

Honda Dealer in Frankfort, KY

6/10
A

avantgardeautodetail

6/10
J

Joshua Garage Door Repair

6/10
U

Used Preowned Car Dealership in Burlington, NC

6/10
S

Swanson GMC

6/10
E

Electric Revs

6/10
Z

Zero Fatalities

6/10
B

Bill DeLuca Chevrolet Haverhill

6/10
H

Honda Dealership Near Me

6/10
W

Waco, TX Mercedes

6/10
H

Honda of Serramonte: Honda Dealership in Colma, CA

6/10
K

Klear Autoworks

6/10
K

KLIO DESIGN

6/10
A

anhimplementco

6/10
E

Expert Auto Electric Service and Parts Suppier

6/10
B

Beeville's Aztec GMC

6/10
A

Auto Repair in Genoa City, WI

6/10
B

Baker Chrysler Dodge Jeep Ram of Cadillac, MI

6/10
C

C&S Mazda

6/10
B

Blu Automotive Repair & Maintenance

6/10
B

Beyer Kia Falls Church

6/10
F

Ford Dealer in Warrenton OR

6/10
4

401 Dixie Kia

6/10
U

Used Preowned Dealer Lexington

6/10
4

4 Wheel Cafe: Car News, Reviews, for Car Enthusiasts

6/10
U

Used Nissan, Jeep, Dodge, Chevrolet and BMW Dealer Norfolk VA

6/10
8

805 MOTORING

6/10
B

BMW of Carlsbad

6/10
N

New BMW Cars & SUVs

6/10
B

BMW of Fort Myers: Luxury Car Dealership in Fort Myers FL

6/10
B

BMW Dealership in York, PA

6/10
F

Fast Cash 4 Cars

6/10
B

BNT TOWING AND AUTO SALES

6/10
A

AAMCO Doraville, GA

6/10
B

Bob Valenti Volkswagen of Mystic

6/10
A

Abernethy Chrysler Jeep Dodge Ram

6/10
A

About Motors

6/10
A

Absolute Garage Door Repair | Conroe, TX CloseClose

6/10
S

Stamping Presses | Mechanical and Servo Presses | AIDA

6/10
C

CARFAB

6/10
A

Accordion Boot Rubber Material Replacement Order by Feet

6/10
A

Auburn Cord Duesenbe

6/10
A

AP LUX DETAILING

6/10
B

Bonner Chevrolet

6/10
B

Barkley Cadillac

6/10
A

Austin Limo Service

6/10
A

Auto Repair & Auto Maintenance in Olympia, WA

6/10
N

New Chevy & Used Car Dealer

6/10
A

akpferrocast.com

6/10
N

National Vehicle

6/10
C

Centreville Tow Truck | 24/7 Towing Service In Centreville, VA

6/10
A

Auto Repair Near Me Complete, Auto Service in Campbell

6/10
A

AR Motorsports

6/10
A

Axydent Ltd

6/10
C

cessgroups.com

6/10
C

Car & Auto Repair, and Towing In Winchester, VA

6/10
B

Brighter Days Electrical Repair

6/10
A

ALLDATASHEET.NET

6/10
A

A - Sharp Sign Shop

6/10
C

Colorado Car Clinic

6/10
A

AutoNation Car Dealership Colorado Springs

6/10
N

New and Used Chevy Dealership in Alexandria VA

6/10
D

Dallas Chevrolet Dealer in West TX

6/10
B

Brown Motors Ford

6/10
A

A Plus Wrapping

6/10
C

Codice Periódico

6/10
B

Buick GMC Dealer Bentonville AR

6/10
A

Aptitude X - 3D Art

6/10
N

New & Used Car Dealer

6/10
C

Concordia Chevrolet

6/10
W

WING4D

6/10
S

Subaru Vehicles for Sale in Bedford, PA

6/10
J

Jones Bel Air Hyundai

6/10
1

1 MEMPHIS TOWING LLC (901) 350-3527 MEMPHIS, TN. 38126

6/10
B

Bellue

6/10
N

Nissan Dealership in Salem, OR

6/10
S

Subaru Dealer in Metairie, LA

6/10
U

Used Cars Carrollton

6/10
A

Apical Polyimide

6/10
C

Cascade Subaru

6/10
B

Buy Used Second

6/10
M

My Blog

6/10
2

24/7 Tow Trucks Dallas

6/10
M

Motor Engine Oil , Lubricants & Grease Manufacturer In UAE - DANA LUBES

6/10
W

West Covina Cadillac Dealer in West Covina CA

6/10
A

architecture et intelligences

6/10
F

Fox Ann Arbor Acura

6/10
C

Chevrolet Dealership Lake Elsinore CA

6/10
A

Akbil İnşaat

6/10
U

Used Car Conyers GA

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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