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 39 of 7,358

A

Attorney Protective

6.6/10
I

Interstate Fleet Services

6.6/10
H

Heuser & Heuser, LLP

6.6/10
E

eBay

6.6/10
K

KaplunMarx

6.6/10
M

Motorcycle Gear

6.6/10
A

Auto, Home & First-time Drivers Insurance Specialist in Suffolk County, NY Black paper airplane with a curly trail on a white background.insurance company in seldeninsurance company near me in seldeninsurance company near meinsurance company in selden ny and nearby areasreviewsreviewsreviews

6.6/10
G

Gatti, Keltner, Bienvenu & Montesi, PLC

6.6/10
S

Superior Skilled Trades

6.6/10
A

Anderson Power Services

6.6/10
C

CJ Charles Jewelers

6.6/10
W

Wagner, McLaughlin & Whittemore

6.6/10
R

Road Armor

6.6/10
C

Colorado CarShare

6.6/10
G

GMG Racing

6.6/10
S

Snellings Injury Law

6.6/10
C

CRC Evapo-Rust® the Best Rust Remover

6.6/10
O

Optimum Signs

6.6/10
I

IdealTraits

6.6/10
S

Shipping Made Easy With InTek Intermodal Logistics

6.6/10
1

123JUNK

6.6/10
L

Local Automotive Car Repair & Vehicle Brake Service Shop Rochester MN

6.6/10
N

Northern Plains Rail Services | Your complete railroad resource.

6.6/10
V

Vaughn Wamsley Personal Injury

6.6/10
L

Liberty Capital Group, Inc.

6.6/10
N

NameBadge.com

6.6/10
B

BelRed Heating, Cooling, Plumbing & Electrical

6.6/10
L

LexisNexis Risk Solutions

6.6/10
R

Residential Electrician

6.6/10
P

Politis & Matovina, P.A.

6.6/10
P

Performance Online

6.6/10
T

The Law Offices of Marc L. Shapiro

6.6/10
N

New York Personal Injury Lawyers

6.6/10
B

Bellevue Chamber Likes CountComments CountLikes CountComments CountLikes CountLikes CountComments CountLikes CountComments CountLikes CountLikes CountLikes Count

6.6/10
W

Welcome!

6.6/10
M

Monster Transmission

6.6/10
G

Grungo Law

6.6/10
H

HOME

6.6/10
L

Law Offices of Greg Prosmushkin

6.6/10
F

Falcon Car Rental

6.6/10
G

GLS Injury Law

6.6/10
C

CALSTART

6.6/10
G

Grech RV

6.6/10
D

Dakota Ridge Auto

6.6/10
P

Pittsburgh Group Dealer in Irwin PA

6.6/10
D

Dongar Technologies LLC

6.6/10
C

ComparaSoftware

6.6/10
C

Carrectly Auto Care

6.6/10
T

TreeStuff.com Professional Arborist Supplies and Tree Climbing Gear

6.6/10
B

Brookoverlaw.com

6.6/10
B

Brechbill Trailers

6.6/10
O

Of Aspen Curated Gifts

6.6/10
S

Supply

6.6/10
T

The Liberty Company

6.6/10
A

AutoFloorGuard

6.6/10
W

Wells Call Injury Lawyers

6.6/10
C

Car Buyers

6.6/10
K

Kaplan Law

6.6/10
R

Riderbag Reflective Bike Commuter & Motorcycle Backpacks

6.6/10
B

Berg Injury Lawyers

6.6/10
R

RapidMade

6.6/10
P

Power Hungry Performance

6.6/10
P

Personal Injury Lawyers Charleston SC

6.6/10
W

Werner, Hoffman, Greig & Garcia

6.6/10
A

Adonit

6.6/10
D

Diamondback Lock & Key

6.6/10
A

Anderson & Anderson | 2TimsLaw

6.6/10
D

DuFrane

6.6/10
D

DarwinPRO Aerodynamics

6.6/10
B

Brassfield & Krueger

6.6/10
B

Brogue Motorcycles

6.6/10
A

American Transportation Research Institute

6.6/10
T

The ICONIC Elephant Car Wash ELEPHANT CAR WASH MEMBERSHIPSELEPHANT CAR WASH MEMBERSHIPSELEPHANT CAR WASH MEMBERSHIPSTOP OF PAGEOUR CARWASH LOCATIONS

6.6/10
T

Titan Steel Structures - American Made Steel Buildings

6.6/10
R

Reliable Vehicle Transport Services - eShip Transport Company

6.6/10
O

Oklahoma Farm Bureau Insurance - Insuring Oklahoma

6.6/10
C

Crown Law Group, PC

6.6/10
T

The Jaspon Firm Accident Injury Lawyer

6.6/10
U

UP.FIT

6.6/10
M

Mercury Auto Transport

6.6/10
M

Michigan Credit Union

6.6/10
N

New England Wireless & Steam Museum

6.6/10
A

Automotive Luxury

6.6/10
A

Albacore Park

6.6/10
Q

Quarles Petroleum

6.6/10
F

Fluoramics – Sealants, Greases, Lubricants, Rust Inhibitors

6.6/10
P

Pro QC International

6.6/10
T

The Patchwork Bear

6.6/10
A

Auto SuperShield

6.6/10
C

Clean Space Inc

6.6/10
M

Muse Technical

6.6/10
F

Fluid Film

6.6/10
G

GO Car Wash

6.6/10
I

indiGO Auto Group

6.6/10
L

Locksmith Fort Myers, FL | Cape Coral, FL Unlocked padlock with a broken key, indicating access or security failureBlack map pin icon with a white center on a white backgroundBlack user silhouette with three stars above itBlack award badge with a white checkmark and ribbon tailsBlack padlock icon with connected chain links, representing security or secure connectionBlack calculator overlaid on a black document with a dollar sign, representing billing or finance.Automotive LocksmithBlack lock and key icon on white backgroundBlack icon of a safe with a gear and shield lock symbol, suggesting security settingsTwo overlapping black chat bubbles with three dots, suggesting messaging or conversationContact Us

6.6/10
K

KPA

6.6/10
G

Glastonbury Ford Dealer in Glastonbury CT

6.6/10
C

Car-Go Auto Transport

6.6/10
P

PEGASUS188

6.6/10
O

O’Brien & Ford PC

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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