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.

323,690
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 323,690 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,889
Needs Work4-5
63%
203,899
Not Discoverable0-3
30%
97,820

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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323,690 brands scored - page 164 of 3,237

S

Sunrise Chevrolet

6/10
N

New Chrysler, Dodge, Jeep, Ram and Used Car Dealer Serving Shallotte

6/10
A

AutoNation Ford Tustin Dealership in Orange County, CA

6/10
G

Gaithersburg Garage Door™ |

6/10
K

Kevin's Royal Auto

6/10
A

Auto Repair in Bakersfield, CA - McWilliams & Walden Inc. right arrow

6/10
A

Auto Repair in Ocala, FL | AutoMasters Service Center Star Rating

6/10
H

HD Turbo - Turbocharger Remanufacturing Company - Shop Diesel Turbos, VGT Actuators, Turbo Parts

6/10
J

Jask Auto Parts

6/10
A

Auto Repair Shop | Broadway, VA | Trans Tech Towing & Repair A black check mark icon.A black checkmark symbol.A simple black checkmark symbol.A black checkmark symbol.A black checkmark symbol.A black check mark icon.A black icon consisting of three overlapping speech bubbles, each containing small dots to represent a conversation.Contact Us

6/10
N

Nofziger Doors

6/10
A

Auto Repair in Downers Grove, IL

6/10
F

Felts Family Car Care in Burleson, TX | Auto Repair Review Star Rating

6/10
F

Fast Lane European

6/10
C

Custom Car Upgrades

6/10
A

All Hail PDR

6/10
N

NOLA Automotive Repairs Inc

6/10
M

Mr. Wilson

6/10
R

Rising Sun Motors

6/10
T

Tops and Trends - Certified Automotive Restylers

6/10
W

Watermark Auto Group

6/10
W

Wilmington Powersports

6/10
C

Car Dealership

6/10
F

First

6/10
P

Principle Toyota of Hernando

6/10
O

Ourisman Chrysler Dodge Jeep Ram of Bowie

6/10
B

Budget U Pull It

6/10
U

Urban Classics in Brooklyn

6/10
S

Shottenkirk Toyota San Antonio

6/10
V

VW Dealers

6/10
A

Aesthetic Auto Spa

6/10
F

Frisco Automotive & Transmission

6/10
R

Ron's Mobile Auto Detailing

6/10
S

Seattle Ford Dealership

6/10
T

Top Rated Cincinnati Towing Service | Newdawn Towing Newdawn Towing & Recovery LLC

6/10
C

Cavender Lexus of Lubbock

6/10
N

New Cadillac Dealer in Houston

6/10
P

Pure Country Automotive

6/10
H

H&S Manufacturing Co.

6/10
P

Premier Sedan Services Inc

6/10
S

Subaru of Keene

6/10
P

Pinnacle Transport Group

6/10
F

Frank's Auto Service and Repair, Inc.

6/10
N

New Hyundai and Used Car Dealer

6/10
C

Carmex Inc

6/10
C

Chevrolet Dealership

6/10
S

Scottsdale and Gilbert Auto Repair

6/10
C

Concord Toyota

6/10
B

Bastrop Chevrolet Dealer in BASTROP TX

6/10
S

Santmyer

6/10
S

Specialty Car Company

6/10
S

Santa Ana Wheel

6/10
V

Victory Tire & Auto

6/10
S

Subaru Dealership in Santa Monica CA

6/10
N

New & Used Honda Dealership

6/10
M

Mobile, AL Ford Dealership

6/10
T

Towing Service

6/10
M

Mitsubishi Dealer in West Springfield MA

6/10
C

Curry Hyundai

6/10
M

Mathews Budget Auto Center Inc

6/10
H

High Class Auto Sales

6/10
R

Rick Hill BMW

6/10
C

Capitol City Ford

6/10
H

Holman Motors Inc.

6/10
A

Auto Mart USA

6/10
L

La Grande Paint and Glass: Premium Painting & Glass Solutions video play

6/10
C

Coppus Motors

6/10
A

Apex Locksmith

6/10
S

Shoreline Car Wash

6/10
A

Auto Repair in Olympia, WA | Boss Auto Repair Review Star Rating

6/10
M

McCormick Motors

6/10
R

Roy's Auto Glass

6/10
N

New & Used Nissan Dealership

6/10
B

Butte's GM of Butte

6/10
D

Dave's Hi-Way Wrecker Service, Inc.

6/10
A

AutoNation Acura Spokane Valley

6/10
W

Wexford Genesis Of Wexford

6/10
N

New and Used Ford dealership in Rock Springs

6/10
N

New and Used Chevrolet Dealer Pasco

6/10
D

DANNY'S WATERLESS MOBILE CAR WASH Pacific Palsades/Santa monica

6/10
C

Clark Hyundai

6/10
O

On The Spot Jax

6/10
B

BuyParts.Online

6/10
S

Shamrock Boat Sales

6/10
J

JDS Trailer Rentals Plus, LLC 4058165997 OPEN 7 DAYS A WEEK

6/10
R

R. Smith Paving

6/10
J

J&M Towing

6/10
M

Mercedes

6/10
A

Auto Repair in Fort Pierce, FL | Modern Diesel Repair & Transmission Review Star Rating

6/10
D

Dent Mechanic Group

6/10
W

WYN Solutions

6/10
O

Oakdale Tire & Auto Care

6/10
I

INFINITI OF DENVER

6/10
N

New & Used INFINITI's for Sale | Berman INFINITI of Chicago

6/10
W

WeFixIt Garage Doors

6/10
K

K and G Cycles

6/10
M

Magic Touch Auto Paint and Body

6/10
S

Scorpion Transport and Towing LLC

6/10
L

Labadie Buick GMC

6/10
O

Owensboro Auto Spa & Ceramic Coatings

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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