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.

323,714
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 323,714 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,889
Needs Work4-5
63%
203,909
Not Discoverable0-3
30%
97,834

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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323,714 brands scored - page 175 of 3,238

D

Driverra

6/10
N

NXT Auto Glass

6/10
C

Cape Auto Repair

6/10
T

Taylor Cadillac

6/10
I

imperialmetrology

6/10
L

Lifted & Pre

6/10
T

Tca Professional Dri

6/10
E

Elite Auto Source

6/10
A

Achat Voiture Occasion ou LOA : Reprise auto & Financement

6/10
E

Excel Moto

6/10
S

Serra Chevrolet Sterling Heights

6/10
I

Import Specialists

6/10
C

Capitaland GMC

6/10
S

Service Manager App

6/10
C

Capital City Auto

6/10
C

Capital Honda

6/10
S

Setech-Uk.com

6/10
J

JAGO22

6/10
S

Seth Wadley Chevrolet GMC of Perry

6/10
C

Capitol Custom Trailers & Coaches

6/10
C

Concrete Like New

6/10
A

A Dash of Curry Consulting

6/10
T

Team Vesco Racing

6/10
O

One-Stop Shop-Custom Wheels, Tires, Car Audio | Long Beach, CA A group of people standing next to each other on a white background.A hand is holding a medal with a star in the middle.A black and white icon of a box with a gear attached to it.A black and white icon of a document with a shield and a check mark.A black and white icon of a wrench in a gear.A black and white icon of a hand giving a thumbs up with three arrows pointing up.CloseCloseA black and white icon of a speech bubble on a white background.

6/10
N

New and Pre

6/10
G

Graham Auctions

6/10
M

Memory Lane Cruisers

6/10
W

We Buy Junk Cars for Cash

6/10
V

Valvoline Tire & Auto

6/10
T

Tech Auto Body

6/10
L

LBJ Chevrolet, Inc.

6/10
A

Auto Repair in Vestal, NY

6/10
M

Mentor Nissan

6/10
L

LCE Performance

6/10
B

Bavarian Econs

6/10
A

ATD Detailing

6/10
A

Auto Repair, Alignment & Brake Center

6/10
Q

Quality Auto Glass Tint Roseville, CA

6/10
O

O'Gara San Diego

6/10
M

Mopeds Rental, Sales, Service

6/10
C

Custom Micro Plastic Injection Molding Services

6/10
Q

Quicknav

6/10
K

Katech Engines

6/10
U

Used Cars For Sale, Used Car Dealers in the West Michigan area

6/10
T

Trusted Auto Body Shop | Carl Owens Paint and Body | Tyler, TX White background.Menu icon: Three horizontal, black lines.Black paintbrush icon.Black icon of a dump truck.Black silhouette of a recreational vehicle (RV).Black document icon with a shield and check mark, symbolizing data protection.

6/10
A

Alkin

6/10
K

Knapp Chevrolet

6/10
C

CarMoses

6/10
D

dropmapsfn — Fortnite Drop Calculator & Drop Map

6/10
O

OBRALTOTO

6/10
V

Volkswagen of Old Saybrook, CT, New & Used Car Dealership

6/10
I

INDIA LUBES

6/10
S

Shift Bike

6/10
C

Car Talk Radio

6/10
A

At Home Auto Glass

6/10
F

Fluctuum | Noise Control Engineering

6/10
F

Free Blueprints DataBase for 3D modeling 👍

6/10
O

OMOTO IMP. & EXP. (HZ) CO., LTD

6/10
E

Extra Care Auto NH

6/10
S

Super Shine Car Wash & Lube | Make Your Vehicle Shine

6/10
H

Huge Selection of Quality Used Cars

6/10
M

Mr Transmission Milex - Cary Auto Repair

6/10
H

Home

6/10
C

Car Detailing & Ceramic Coating Warrenton VA

6/10
A

Allegiance Truck Centers

6/10
A

Antone Hempstock – Entrepreneur, Author & Living on the Road - Built it. Sold it. Building again.

6/10
T

The Airport Locksmith

6/10
G

Genesis of Wayne

6/10
G

Genesis of Round Rock

6/10
A

Alleija Ingeniería

6/10
B

Best Jeep & Ram Dealership Serving Warren & Hunterdon County

6/10
B

Black And Whitell

6/10
S

Shottenkirk Chrysler Dodge Jeep Ram Prosper

6/10
O

One Pro Garage

6/10
M

Miami Auto Care Center

6/10
M

Michigan Autogas

6/10
M

MAMAJITU

6/10
E

Eye Survived

6/10
S

Sierra Auto Care Inc

6/10
S

Sierra Gear & Axle - Sierra Gear & Axle Online

6/10
C

Continuum Mechanics

6/10
L

Leather Genesis

6/10
N

New & Used VW Dealership Wausau WI

6/10
B

BCM Brake Caliper

6/10
V

Valvoline Instant Oil Change Franchise | Become an Owner

6/10
H

HCS Auto Repair

6/10
G

GeoBrakes

6/10
G

Green Asphalt

6/10
H

Hills & Dales Auto Care

6/10
V

Virginia Automotive Service

6/10
B

Blackstone-NEY

6/10
T

Tumblr

6/10
S

Simba Shipping

6/10
C

conveyorbeltmanufacturer.com

6/10
A

Advanced Coatings

6/10
D

Drybazaar

6/10
J

J&J SRT Towing -

6/10
A

All Out Industries

6/10
K

Katy Hail Damage Repair

6/10
N

New & Used Chevrolet Cars in Mansfield, 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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