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.

735,770
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,770 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,791
Needs Work4-5
53%
388,176
Not Discoverable0-3
42%
309,668

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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735,770 brands scored - page 40 of 7,358

W

WearForm.com

6.6/10
S

STKR Concepts

6.6/10
F

Find Quality Used Cars in Utica, NY

6.6/10
D

dieselautoexpress

6.6/10
R

Ricci Law Firm P.A.

6.6/10
N

NEMO

6.6/10
C

Circuit Breaker Sales

6.6/10
H

Horst Shewmaker, LLC

6.6/10
B

Brown & Brown Attorneys at Law

6.6/10
O

Ozark Import Specialists

6.6/10
S

Senior Living Community

6.6/10
B

BoxoUSA

6.6/10
I

Industrial Metal Service

6.6/10
L

Landscape Designers Longmont CO | Frederick CO | Ward's Lawn Three overlapping speech bubbles with dots inside, representing a conversation.Contact Us

6.6/10
M

Maurer Painting - Boulder House Painters

6.6/10
I

Integrated Flow Solutions

6.6/10
S

Sell Your Practice Hassle-Free & Worry-Free For More Money

6.6/10
S

SteelCo Buildings | Your One Stop Shop

6.6/10
W

Williams Law Association, P.A.

6.6/10
B

Best Mobile Auto Repair

6.6/10
C

Circuit Board Medics

6.6/10
T

Truitt Law Offices

6.6/10
S

Sabbeth Law

6.6/10
P

PPC Solar

6.6/10
C

Chloe's Auto Repair & Tire

6.6/10
U

Undrdog Surface Products

6.6/10
N

North Shore Commercial Door is Now Action Direct

6.6/10
C

Commercial Cleaning & Janitorial Services in Spokane, WA | Alpine Cleaning Company

6.6/10
A

Autogeek.net

6.6/10
O

Oxygenetix

6.6/10
S

SoundSkins Global

6.6/10
F

Fingerprinting Utah

6.6/10
B

Blitz.gg

6.6/10
N

No Reception Club

6.6/10
T

Tracey Road Equipment

6.6/10
O

One Stop Auto Body & Paint - Collision Repair Specialists – Best auto body and collision center in Phoenix, offering services like collision repair, dent removal, paint refinishing, frame straightening, bumper repair, scratch removal, PDR, windshield replacement, and custom paint matching.

6.6/10
L

Los Defensores

6.6/10
A

Auto Repair Shop | Beyer Motor Works | Phoenix Valley Black check mark on white background.Black checkmark on white background.Black checkmark on a white background.Black checkmark on a white background.Black checkmark symbol on white background.Black checkmark on a white background.Three overlapping speech bubbles with dots inside.Contact Us

6.6/10
S

Sig Zane Designs

6.6/10
A

Auto Accident Doctors OKC

6.6/10
T

Torgenson Law

6.6/10
S

Shabana Motors -

6.6/10
M

Model Trains & Railroad Supplies

6.6/10
A

ACE ELECTRONICS

6.6/10
N

New England Traders

6.6/10
B

Best Hire Career Fairs

6.6/10
J

Jones Swenson Auctions

6.6/10
A

All American Eyeglass Repair

6.6/10
W

Washington Injury Law

6.6/10
R

RedGuard

6.6/10
D

Drummond Law Firm

6.6/10
B

Bold Auto Transport

6.6/10
S

Seay/Felton LLC Trial Lawyers

6.6/10
P

Painted OEM Parts

6.6/10
A

Alien Rides

6.6/10
L

La Jolla Mobile Car Detail

6.6/10
L

Long & Long

6.6/10
U

UberSignal

6.6/10
H

Home

6.6/10
N

National Motorcycle Museum

6.6/10
A

AA Garage Door LLC

6.6/10
E

Electric Vehicle Service

6.6/10
M

Mountune USA

6.6/10
P

Prospiant - Commercial Greenhouse Construction

6.6/10
M

Maida Law Firm

6.6/10
F

Freres Engineered Wood

6.6/10
J

Joining Technologies

6.6/10
G

Gammill Law - Accident and Injury Lawyers

6.6/10
D

DRSA - Light it up

6.6/10
T

The West Law Office, PLLC – Houston Personal Injury Attorney

6.6/10
N

New & Used Ford Dealer Salina KS

6.6/10
H

HP Roofing Pro

6.6/10
H

Hot Shot's Secret

6.6/10
Z

ZEF Energy

6.6/10
T

The Williams Firm

6.6/10
C

Clean Image 101

6.6/10
E

ETENWOLF

6.6/10
M

Motorcycle Accessories online

6.6/10
N

National Motorists Association

6.6/10
L

Lease End

6.6/10
H

Home | Shade Tree Garage | Morristown, NJ PhoneLocationHoursShade Tree GarageDealer

6.6/10
C

Colony Spark

6.6/10
H

High

6.6/10
J

Janicek Law

6.6/10
M

Maloney-Lyons Personal Injury & Car Accident Lawyers

6.6/10
K

Kodiak Canvas

6.6/10
T

TurboKits.com

6.6/10
B

BMW Northwest

6.6/10
T

TACOMABEAST

6.6/10
E

EVinfo.net

6.6/10
M

Miles Through Time Automotive Museum

6.6/10
P

Personal Injury Law Firm Rancho Santa Fe | Padilla Law Group Three overlapping speech bubbles with dots inside, indicating conversation or dialogue.Contact Us

6.6/10
C

Carson Springs Wildlife Conservation Foundation

6.6/10
T

Tree of Life Bible Society

6.6/10
S

Saratoga Automobile Museum

6.6/10
B

BLOX Racing

6.6/10
D

Double D Trailers

6.6/10
B

Business Text Messaging Service for Landline/VoIP

6.6/10
M

Mr. Clean Power Washing

6.6/10
S

SafeRack

6.6/10
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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 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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