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.

320,636
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,636 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,897
Needs Work4-5
63%
200,559
Not Discoverable0-3
31%
98,098

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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320,636 brands scored - page 158 of 3,207

V

Vettes of Atlanta Magazine | Library of Congress credentials. Garage-floor soul.™

6/10
H

Herb Chambers Chevrolet of Danvers

6/10
B

Big Sammy's Car Wash - CLEAN SHINY DRY IN 5 MINUTES TIME

6/10
M

mangalemotors

6/10
C

Chevrolet Buick Marble Falls

6/10
E

Expert Auto Repair in Lewisville, TX | Acute Auto Care LLC Reviews Star Rating Icon

6/10
P

Pedder Chrysler Dodge Ram + Jeep of Poway

6/10
L

Locksmith Woodbridge, VA | Pro-Keys Locksmith Service

6/10
P

Professional Towing & Recovery

6/10
C

Chrysler, Dodge, Jeep, Ram Dealership in Lockhart TX

6/10
G

GAR Plastics

6/10
C

CARmazone

6/10
F

F.X. Caprara Ford of Ogdensburg

6/10
A

AutoNation VW Columbus

6/10
C

Chicopee MA Auto Dealership

6/10
B

Budget Truck and Auto Inc.

6/10
F

Fast Eddie's Garage

6/10
A

All About Auto Body

6/10
J

Johnson Subaru of Cary, NC

6/10
F

Ford Dealer Howell MI

6/10
N

National Wrecker Service

6/10
H

H B Auto & AC

6/10
H

Hall Insurance

6/10
S

Shop Chrysler, Dodge, Jeep, RAM & Used Cars For Sale In Lumberton, NJ

6/10
U

Used Cars Centennial Denver, Aurora CO

6/10
C

Crump Body & Paint | Auto Body Shop | Tupelo, MS estimated_quoteArtboard 3

6/10
R

Reliable Plus

6/10
B

BTFL

6/10
T

Trevose Mazda Dealer in Trevose PA

6/10
T

TrucknTow, Inc

6/10
L

Los Angeles Cash for Cars

6/10
W

Westerville Automotive | Westerville, OH

6/10
J

Jake Sweeney Kia

6/10
R

Renton Auto Repair - The Garage in Renton location pin

6/10
Y

Yeargan's Automotive

6/10
T

Twin City Nissan Alcoa

6/10
F

Full Tilt Auto Body & Collision

6/10
K

Kia of Wilmington: Kia Dealership in Wilmington Delaware

6/10
C

Cadillac of Birmingham

6/10
G

Gengras Chrysler Dodge Jeep Ram

6/10
D

Dorsett Mitsubishi

6/10
S

Smith Honda

6/10
S

Stuart Brake & Auto Repair

6/10
B

Burt Brothers Tire & Service

6/10
C

Centurion Tree Experts

6/10
C

CTD

6/10
2

24/7 Towing Services in Louisiana

6/10
P

Prestige Auto Works

6/10
N

New Ford and Used Car Dealer Serving Metairie

6/10
P

Phoenix Automotive

6/10
O

Overland 4X4 | Land Rover Specialists

6/10
A

Addison Auto Body & Glass | The Best Little Body Shop

6/10
G

German Autowerkstatt – San Diego Auto and Car Repair

6/10
G

German Motors

6/10
E

Electrochemical Products, Inc

6/10
L

Laguna Beach Auto Repair - Laguna Auto Service Center Automotive Cooling System in Laguna Beach, CA

6/10
G

GM Vehicles for Sal

6/10
D

Damascus Corporation Official Website

6/10
H

Hersrud's of Belle Fourche

6/10
A

Auto Service | Post Road Service Center | North Kingstown RI CloseClose

6/10
S

Sparks Nissan Kia

6/10
U

Used Cars in Mine Hill & Dover, NJ

6/10
R

Reineke Honda

6/10
F

Freysinger Hyundai

6/10
O

Ol' Red's Motorcycles

6/10
C

Castle Cars

6/10
R

Reynolds' Subaru

6/10
D

Deery Brothers CDJR

6/10
T

Toyota Dealership in Delray Beach FL

6/10
M

McGovern Hyundai Rt 2

6/10
N

New & Pre

6/10
M

Motor City Euro Repair

6/10
C

Cars for Sale

6/10
A

Atlantic Express Corporation

6/10
E

Equipment Repair

6/10
T

Toyota, Lexus, Nissan, Infiniti Repair in Smyrna, GA

6/10
R

Rotisserie Restorations & Restomods Auto Restoration Griffin A black and white icon of a speech bubble on a white background.A black map pin with a hole in the middle on a white background.A black and white clock icon on a white background.A black and white silhouette of a megaphone on a white background.CloseClose

6/10
A

Auto hauls

6/10
T

Texas Hyundai Dealer

6/10
N

New and Used Buick and GMC Dealer Red Springs

6/10
C

Colorado Drive Shaft | The Premier Drive Shaft Shop in Denver, Colorado

6/10
G

Green Mazda

6/10
R

Reliable Auto Repair in Effingham, IL | Effingham Tire & Auto Center Reviews Stars Rating

6/10
M

Mountain Valley Motors

6/10
M

Mount Holly Nissan

6/10
D

Diehl Chevrolet

6/10
A

ALL Garage Doors & Gates

6/10
M

Mid

6/10
P

Perry Legend Collision Repair Center in Columbia, MO

6/10
S

SOUTHWEST WHEEL® Sign Up For Special Offers and News!

6/10
B

Blue Chip Signworks | Custom Business Signs and Building Signs

6/10
B

BMW of Traverse City

6/10
T

Tri-Lakes Collision

6/10
I

Immaculate Paint Protection

6/10
J

Jeep Dealer

6/10
P

Pool Services | Kyle, TX Pool Services — Kyle, TX — High Tide Pool Service

6/10
C

Chevy Dealership in Caldwell TX

6/10
A

Airstream Adventures

6/10
A

Auto Repair in Prior Lake, MN | Accelerated Automotive Review Star Icon

6/10
N

New & Used Vehicles in Quarryville PA

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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