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.

734,957
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 734,957 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,644
Needs Work4-5
53%
387,662
Not Discoverable0-3
42%
309,516

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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734,957 brands scored - page 54 of 7,350

S

St. Louis Digital Media

6.5/10
T

TechFusion

6.5/10
M

My Uptown Automotive

6.5/10
V

VELUXITY

6.5/10
F

Feizy Law Office

6.5/10
S

Scholfield Honda

6.5/10
M

Moore Law Firm

6.5/10
A

Advocates for Highway and Auto Safety

6.5/10
L

Lawrence & Associates Accident and Injury Lawyers, LLC

6.5/10
W

Welcome to Tire Rack Street Survival. Real world. Hands

6.5/10
M

MICRODIA

6.5/10
S

Something Greek

6.5/10
R

Rockstarz Limo

6.5/10
N

NITIC

6.5/10
G

Gonzalez & Cartwright

6.5/10
B

BIR Transport Co

6.5/10
T

Truck Accident Lawyer

6.5/10
A

Ampacity, LLC

6.5/10
T

Toyota Dealer Myrtle Beach SC

6.5/10
A

AIRE Inc

6.5/10
N

NSA Storage

6.5/10
A

American Iron and Steel Institute

6.5/10
T

Thurswell Law

6.5/10
A

ATS Diesel

6.5/10
P

Performance Exhaust Upgrades for Exotic Cars

6.5/10
B

BigPromotions.net

6.5/10
H

Harley Davidson Parts & Accessories

6.5/10
C

Clean Tools Automotive

6.5/10
P

Petro Cohen

6.5/10
P

Precision Mechanical Drive Components Manufacturer

6.5/10
M

Miller Ad Agency

6.5/10
U

Utah, Idaho & Wyoming

6.5/10
D

Dellecker, Wilson, King, McKenna, Ruffier & Sos LLP

6.5/10
I

Image Painting

6.5/10
P

Parajet Paramotors

6.5/10
S

Strong Tie Insurance Services

6.5/10
A

Auto Collision Repair Hudson, FL | New Port Richey, FL A black and white icon of a shield with a check mark on it.A black and white icon of a car with a wrench on top of it.A car is being painted with a brush.A black and white icon of a car with a shield on top of it.A black and white icon of a document with a wrench and a dollar sign.A black and white icon of an ase file on a white background.A black and white icon of a car on a shield.A group of people standing next to each other with three stars.A black and white icon of two speech bubbles on a white background.Contact Us

6.5/10
K

Kaufman Trailers

6.5/10
A

All Day Auto Transport

6.5/10
E

Easy Auto Online -

6.5/10
H

Heatscape

6.5/10
C

Columbine FCU

6.5/10
B

Bennerotte & Associates, P.A.

6.5/10
H

Hillmuth Auto Care

6.5/10
C

California New Car Dealers Association

6.5/10
A

Auto Repair in Schiller Park, IL | Burdi Motorworks STAR RATING

6.5/10
Q

Quinton Insurance

6.5/10
M

Malta Dynamics

6.5/10
M

Miley Legal

6.5/10
C

Caster City

6.5/10
G

Greer Injury Lawyers

6.5/10
S

Shop Tire Covers: Durable & Customizable for All Vehicles

6.5/10
H

Hallmark Nameplate

6.5/10
B

Bernard Law Group

6.5/10
O

Orion Industries, Ltd.

6.5/10
C

Cognito Motorsports

6.5/10
B

Blakeway Panoramas

6.5/10
R

Rtec Instruments

6.5/10
S

Swisstrax

6.5/10
C

Cyberswitching

6.5/10
M

Mosaic Insurance Alliance

6.5/10
F

Forgotten Empires

6.5/10
V

Vallejo, CA Insurance Agents

6.5/10
M

MCI Transformer Corporation

6.5/10
G

Gallon, Takacs and Boissoneault

6.5/10
O

Onewheel // Future Motion

6.5/10
R

Renovomotors

6.5/10
K

Knight Insurance Group

6.5/10
R

R1Concepts

6.5/10
T

TNT Services

6.5/10
J

John Houston Homes

6.5/10
E

EDGE Business Systems

6.5/10
T

Top Marketing Agency

6.5/10
C

Conner Insurance

6.5/10
T

Transmission Repair Shop Serving Westminster & Lakewood, CO | Advanced Transmission

6.5/10
G

Gateway Auto

6.5/10
C

Colin's Classic Auto

6.5/10
R

Retro Game Repair Shop

6.5/10
P

PennAir | KICK@$$ EVERY.SINGLE.DAY

6.5/10
S

Single Throw Marketing

6.5/10
A

Auto Brake Repair Waukesha, WI | Jerry's Automotive Service A black and white drawing of a map pin on a white background.shutterstock_203301850_carshutterstock_166492088_price_tagshutterstock_203301850_tireshutterstock_203301850_car

6.5/10
G

Gearbox Manufacturer | STOBER

6.5/10
A

ALM Cars

6.5/10
I

INOVATIV

6.5/10
L

Landscaping in Richmond, VA

6.5/10
C

Chabill's Tire & Auto

6.5/10
R

Rave Off Road

6.5/10
D

Digital Marketing Agency Houston and The Woodlands

6.5/10
A

Autoflow

6.5/10
F

Foundation Repair | San Antonio, TX | Risen Foundation Solutions Black location pin icon.Phone and email icon.Black clock icon pointing to 4:05.Google Logo

6.5/10
P

PRIMECOMTECH

6.5/10
G

Gray and White Law

6.5/10
P

Pendergast Law

6.5/10
A

AIB International, Inc.

6.5/10
L

Life Support International, Inc.

6.5/10
B

Broussard Logistics

6.5/10
T

The Car Mom | Car Reviews & Car Buying Tips for Moms

6.5/10
E

EZ Snap Covers

6.5/10
S

Sunward Steel Buildings

6.5/10
M

MyGoodMovers

6.5/10
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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 3.7/10 means for automotive brands

The average Automotive brand we've scored sits at 3.7/10. 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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