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.

319,760
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,760 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,898
Needs Work4-5
63%
200,413
Not Discoverable0-3
30%
97,366

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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319,760 brands scored - page 140 of 3,198

B

benson automotive

6/10
R

Redding Redding Subaru

6/10
R

Reno Vulcanizing Auto Care & Tires

6/10
M

motoringinvestments.com

6/10
A

Auto Repair

6/10
H

Home

6/10
D

Duke Chevrolet GMC

6/10
N

New and Used Chevrolet and GMC dealership in Morehead, KY — Eagle Chevrolet GMC

6/10
W

West Broad Hyundai

6/10
T

Toy Barn

6/10
U

Used Car, Truck & SUV Dealer in Canfield

6/10
P

Port Lavaca Ford

6/10
C

Concrete Cutting Seattle, Asphalt Cutting Tacoma, Bellevue, WA

6/10
S

Smyrna Truck -

6/10
D

Dave Dennis Chrysler Jeep Dodge Ram in Dayton, OH

6/10
T

Toyota Dealership Downey CA

6/10
R

RDS Automotive Group

6/10
Y

Young's Inc. Agriculture Trucking

6/10
R

Rochester Truck Sales

6/10
M

Millennium Locksmith

6/10
R

Rick Case Kia Duluth

6/10
A

Auto Haus

6/10
P

Pride Auto Care

6/10
S

St. Clairsville Chevrolet Dealer in St. Clairsville OH

6/10
W

Woody Smith Hyundai in Idaho Falls, ID

6/10
P

Phoenix Same Day Delivery and Courier Service, Statewide AZ - Mercury Delivery Services provides Same-Day on-time delivery, messenger, and courier services in Phoenix AZ.

6/10
3

319 Vehicles Available

6/10
T

Toyota Dealership Serving Crystal Lake and Mchenry

6/10
N

New Ford and Used Car Dealer Serving Troy

6/10
T

Transport Graphics

6/10
I

Imola Motorsports

6/10
T

Toyota Dealership in Avondale, AZ

6/10
F

Five Star Subaru

6/10
K

Kokomo Auto World

6/10
N

New and Used Chevrolet Dealer Abilene

6/10
H

Holtzman Corp

6/10
J

Jaguar Cincinnati, OH

6/10
N

New & Pre

6/10
B

Beamer Tire & Auto Repair

6/10
E

Eastchester Chrysler Jeep Dodge Ram in The Bronx, New York

6/10
M

Magna Transportation Group

6/10
K

Kia Dealership in Stamford, CT

6/10
E

Elite

6/10
P

Piazza Honda of Philadelphia in Philadelphia PA

6/10
A

Absher

6/10
C

Chevrolet Dealership Hendersonville, NC

6/10
B

Boston Cappellino Chevrolet

6/10
W

Wholesale Transmission...Complete Car & Truck Service - Wholesale Transmission...Complete Car & Truck Service

6/10
C

Cal-Line Equipment

6/10
A

Acura of Rochester®

6/10
S

Ship Overseas

6/10
A

ALLMAG Auto Parts

6/10
P

Peninsula Subaru

6/10
D

Defender Supply | Emergency Vehicle Upfitters | Custom Wiring and Graphics

6/10
C

Chevrolet Dealer in Hicksville, OH

6/10
M

Military Systems Group |

6/10
R

Rich Ford

6/10
L

Lindsay Acura

6/10
C

Chevrolet Dealership

6/10
N

New & Used Cars in Framingham, MA

6/10
C

Crash Champions Collision Repair, Auto Body & Paintless Dent Repair

6/10
C

Chrysler, Dodge, Jeep, Ram Dealership in Temple TX

6/10
S

Sak Abrasives

6/10
C

Chevrolet Dealer Raleigh NC

6/10
R

Rockland Manufacturing

6/10
T

Thermal Solutions

6/10
C

Copeland Toyota

6/10
A

Atlantic Toyota

6/10
N

New & Used Chevrolet Dealership in Algona, IA

6/10
H

Houston Chevrolet Dealer in Houston TX

6/10
I

IMI

6/10
V

Visit Kocourek Chevrolet

6/10
C

Charles Barker Automotive

6/10
B

Banner Chevrolet

6/10
G

GMC Dealership in BIRMINGHAM AL

6/10
L

Local Marketing Inc

6/10
T

Triad Machinery

6/10
C

Chief Enterprises: Electro

6/10
G

GloveBox | Car Care Made Simple

6/10
N

New and Used Hondas in Falls Church, VA

6/10
C

Connecticut New & Used Subaru Dealer Branford

6/10
A

Auto Repair Milton FL | T & A Car Care Center - Since 1987

6/10
M

Minor Auto Paint Repairs | Superior Touch Up A black and white drawing of a car on a white background.A black and white arrow pointing to the right on a white background.A calculator is sitting next to a piece of paper with a dollar sign on it.A row of black stars on a white background.quotesArtboard 1 copy 2A black map pin with a circle around it on a white background.

6/10
K

Kerry's Car Care

6/10
S

steambullmiami

6/10
M

Metko

6/10
S

Szott Toyota

6/10
N

New & Used Ford Dealership in Chillicothe, OH

6/10
A

A. Crivelli Chevrolet

6/10
T

Transmission Service Experts

6/10
L

Luxury Jaguar Cars, SUVs, & Service

6/10
G

German Auto Specialist

6/10
F

Five Stones Research Corporation

6/10
A

AutoCareer Connect

6/10
J

Jack's Glass

6/10
A

Advantage1 Insurance Agency

6/10
S

Spokane Valley Honda Dealership

6/10
D

De Leon Auto Glass

6/10
C

Chandler Honda Dealership

6/10
L

Land Rover Houston North

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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