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.

320,114
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,114 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
6%
20,790
Needs Work4-5
61%
194,452
Not Discoverable0-3
33%
104,790

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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320,114 brands scored - page 93 of 3,202

Z

ziptyracing

6.1/10
C

Crawford's Auto Repair

6.1/10
G

Green Tulip

6.1/10
E

Expert Car Repair

6.1/10
E

Emergency Towing | Elk River, MN | Collins Brothers Towing req

6.1/10
P

Princeton Auto Center

6.1/10
T

Toyota Dealership in East Syracuse NY

6.1/10
M

Make it Mowery - Make it Mowery

6.1/10
P

PANJIT International Inc.

6.1/10
M

Milwaukee Chevrolet, GMC Dealer in Burlington WI

6.1/10
M

Mr Wash Car Wash Website

6.1/10
N

New & Used Subaru Dealer in Little Rock, AR

6.1/10
D

Dell's Service Center

6.1/10
Q

qualityautoparts.com

6.1/10
B

BTRAC

6.1/10
W

Will Tiesiera Ford in Tulare

6.1/10
P

Pittsburgh Power

6.1/10
C

Cherry Hill Nissan

6.1/10
N

New and Used Chevys for Sale

6.1/10
U

Used Car Dealership

6.1/10
A

Amigo Toyota

6.1/10
T

Tallman's Tire and Auto Repair

6.1/10
S

Sunstate Carriers - High Quality Customer Focused Transportation

6.1/10
D

Donohoo Chevrolet

6.1/10
L

Learn About the Ocean Kayak Line by Old Town

6.1/10
C

Car Wraps | Vehicle Wraps | Fleet Graphics - Ads On Wheels, Inc. ®

6.1/10
C

Croce's Transmission

6.1/10
D

Delray Buick GMC®

6.1/10
C

Carwraps.com

6.1/10
N

nationalfleetproduct

6.1/10
Z

ZeroZen Design

6.1/10
T

Toyota Dealer in Frazer, PA

6.1/10
F

Fabricant de Boîtes de Vitesses pour le Sport Automobile

6.1/10
A

Auto Repair Battle Ground WA

6.1/10
A

Aerovehicles

6.1/10
T

T&J'S MOTORCYCLE TRAILER PARTS AND ACCESSORIES

6.1/10
S

Serafini Transportation Corp

6.1/10
E

Ecklers.com

6.1/10
C

Clinton Chevrolet Dealer in Clinton, IL

6.1/10
B

Basney Honda

6.1/10
A

Auto Repair Shop | ALMAR Auto Repair | Charlotte, NC Three overlapping speech bubbles, each with three dots, indicating a conversation or discussion.Contact Us

6.1/10
W

W&L Subaru

6.1/10
B

BDM Customs

6.1/10
T

Titan Freight Systems, Inc.

6.1/10
M

ML Utilities

6.1/10
N

New and Used Chevrolet dealership in Cheektowaga NY

6.1/10
T

Tires, Auto Repair & Vehicle Maintenance

6.1/10
A

A Plus Garage Doors

6.1/10
G

GMC Dealership in Modesto CA

6.1/10
T

The Autobarn Volkswagen of Countryside

6.1/10
X

xpriteusa

6.1/10
S

SDHQ

6.1/10
A

Aqua Bio

6.1/10
H

Honda Dealer in Petaluma, CA | New & Used Cars for Sale

6.1/10
S

Sub Source, Inc.

6.1/10
C

C0MPLÉX1 |

6.1/10
H

Harry L. Bubb Associates, Inc.

6.1/10
C

Carlock Toyota of Tupelo

6.1/10
S

schmeater

6.1/10
D

DeLacy Ford

6.1/10
J

Junk Bee Gone

6.1/10
T

Trans-Tek Inc.

6.1/10
P

Potranco Automotive

6.1/10
S

Subaru of Cherry Hill

6.1/10
S

Subaru Dealership Auburn ME

6.1/10
S

Stylish International Inc.

6.1/10
A

Automotion

6.1/10
C

Custom Sealing Solutions

6.1/10
N

New & Used Chevrolet Cars, Trucks, & SUVs for Sale in Cleburne TX

6.1/10
D

DriveABCO

6.1/10
A

Auto Repair Shop Covina

6.1/10
T

Trusted Auto Services & Repair in Northern, IL | Bartel's Auto Clinic Review Stars Rating

6.1/10
D

DesignsVA

6.1/10
B

Buy Reliable Used Construction Equipment

6.1/10
G

Greenline Cycles

6.1/10
B

Bond Technologies

6.1/10
B

BnB Auto Repair

6.1/10
I

Islands Marine Center

6.1/10
K

Klein Products

6.1/10
T

Teddy Bear's Auto Salvage

6.1/10
M

Mackin's Auto Body

6.1/10
S

Shults Ford

6.1/10
T

Todd's Automotive

6.1/10
T

TSE International - Engineered tension stringing, cable pulling and rodding equipment.

6.1/10
N

North Mainmotors INC - NeoVerify Powered Website Engine

6.1/10
R

Redlands Chevrolet Dealer in Redlands CA

6.1/10
B

Bristol Toyota

6.1/10
F

Florida Mechanical - Your SUPER-powered WP Engine Site

6.1/10
H

Home

6.1/10
T

Toyota of Stamford Dealership in Stamford CT

6.1/10
N

New & Used Nissan Dealership in Warminster, PA

6.1/10
D

DARCARS INFINITI Greenwich, CT

6.1/10
S

Stahl Truck Bodies

6.1/10
H

Henderson Chevrolet Dealer in Henderson, KY

6.1/10
S

Serving Encinitas Since 1988

6.1/10
F

Fremont Baumann Auto Group

6.1/10
3

3PL Warehousing & Logistics Solutions

6.1/10
H

Heavy Duty Diesel Truck Repair Shop Software

6.1/10
W

Westwood Cadillac Dealer in Norwood MA

6.1/10
H

Herb Chambers Honda of Seekonk

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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