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 160 of 3,207

C

Coast Cart

6/10
B

Brandy Auto Locksmith

6/10
C

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

6/10
R

Rick Smith - State Farm Insurance Agent in Indianapolis, IN

6/10
A

Auto Repair | John Clay Automotive | Nicholasville, KY Contact Us

6/10
C

Corvette World

6/10
D

Data as Service - M1 Data & Analytics

6/10
C

Cadillac Dealer in Venice, FL

6/10
A

Auto Body Repair

6/10
L

Locksmith Services

6/10
F

Ford Dealership Near Richmond, VA

6/10
P

ProvoSignCompany.com

6/10
T

Toyota Dealership in Macomb

6/10
C

Clark Testing

6/10
W

Welcome to Minchin GMC

6/10
N

Nissan Dealer

6/10
M

Marlin Chevrolet Dealer in Marlin TX

6/10
V

VEHICLE WRAPS & SIGNS DENVER

6/10
T

Trailer & Truck Repair in Fontana & San Bernardino, CA

6/10
K

Kinetech Motor Werkes

6/10
O

Ourisman Volkswagen of Bethesda

6/10
M

Maryland Automobile Dealers Association

6/10
A

All Trans Inc | Auto Shop | Greenville, SC play

6/10
T

Trailers 2 Go 4 Less

6/10
N

NES Building Solutions

6/10
V

Vogler Motor Company

6/10
L

Long Island NY Jeep Dodge RAM Chrysler Dealership

6/10
Y

Your New & Used Vehicle Headquarters

6/10
T

The Ultimate Tooling

6/10
B

Burdick Toyota

6/10
C

Charlotte Auto Repair

6/10
P

Pinky Toe Chai

6/10
F

Flagstaff Nissan

6/10
H

hamon overhead door co inc

6/10
S

Staunton Chrysler Dodge Jeep Ram

6/10
A

Auto Repair in Eau Claire, WI | ATS Complete Auto Repair Star Rating Icon

6/10
A

All City Towing in Arizona

6/10
E

Exton Auto Repair - Advanced Automotive Service Center - Exton, PA Phone Icon

6/10
W

Waters Truck & Tractor

6/10
M

McCormick Automotive Center

6/10
N

New Honda & Used Car Dealer Serving Plymouth, MA

6/10
H

Heist Insurance Agency

6/10
A

Auto Repair Tucson AZ | Accurate Service Inc.

6/10
W

Wayne Hyundai

6/10
D

Diakont

6/10
R

RJP Hotsy

6/10
G

Genesis of Kirkland

6/10
N

New and Used Chevrolet dealership in Charleston

6/10
M

Mercedes

6/10
A

AutoNation Hyundai North Richland Hills

6/10
K

Kia Dealership in Greer SC

6/10
G

Get 2 It Sales LLC

6/10
B

Best Painting Of The Lehigh Valley

6/10
P

Powerjanitorial

6/10
A

Austin Towing & Wrecker Service

6/10
M

Moving Services Company

6/10
P

Pre

6/10
C

Copeland Subaru Hyannis

6/10
C

Coopers Auto

6/10
H

Hyundai of Keene

6/10
N

New and Used Cars in Slidell, LA

6/10
A

Autos Felix - Autos Felix

6/10
C

Charlie's Subaru

6/10
B

Best Truck Trailer Company

6/10
E

Ernie's Towing

6/10
M

MUKTI PETROLEUM MANAGEMENT INC

6/10
W

Welcome to Acme Nissan

6/10
W

West Valley Lock & Key

6/10
C

Chevy Dealer Near Me

6/10
T

Tate Boys

6/10
B

Bubbles Car Wash & Detail -

6/10
K

Koffman AutoWorks | Lomira | Campbellsport, WI Contact Us

6/10
O

Orange Auto Transport

6/10
N

New & Used Vehicles in Gun Barrel City

6/10
J

Jaguar Fort Lauderdale

6/10
L

Linnehan's Right Way Auto

6/10
E

European Motor Cars, Inc.

6/10
W

West Main Auto

6/10
C

Chevrolet Dealer in Moreno Valley, CA

6/10
P

Paint Protection Film & Ceramic Coating in Elm Grove, WI

6/10
C

Cactus Dent Repair

6/10
K

Kerry's Car Care

6/10
V

Virginia Auto Service

6/10
Y

Yockey's Friendly Ford

6/10
L

Lee Johnson Hyundai of Everett

6/10
L

Local Cleaning Company & Local Window Cleaning Service | Stock Island, Key West & Marathon, FL | Leoserve

6/10
S

Subaru Dealership Ramsey NJ

6/10
F

FASS Motorsports

6/10
P

Parsons Interstate Ford

6/10
F

Findlay Toyota Spokane

6/10
M

MINI of The Woodlands

6/10
R

Rocky Mountain Truck Centers

6/10
F

Fast Finance Auto Sales -

6/10
N

New & Used Chrysler, Dodge, Jeep & Ram Dealership | Mineral Wells, TX

6/10
S

Superior Service Co Inc - HOTSY | Wichita, KS Three overlapping speech bubbles, with three dots inside each to indicate conversation.Contact Us

6/10
R

Roberts Truck Center

6/10
B

Brockport Chevrolet Dealer in Brockport, NY

6/10
B

Bay Area Diesel

6/10
A

Auto Repair in Littleton, NC | Buddy Isles Tire and Automotive Review Star Rating

6/10
M

MDP Automotive

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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