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.

721,637
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 721,637 Automotive Brands

AI-Ready8-10
<1%
130
Getting There6-7
5%
37,111
Needs Work4-5
53%
381,090
Not Discoverable0-3
42%
303,306

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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721,637 brands scored - page 56 of 7,217

F

Fiedler Trial Lawyers

6.5/10
C

Candle Builders

6.5/10
T

T&T Tinting Specialists

6.5/10
J

Jim Hubbard Insurance

6.5/10
T

Test Devices by SCHENCK

6.5/10
A

Alpha Overhead Doors

6.5/10
C

Cal's Moving & Storage

6.5/10
M

Materials Research Furnaces, LLC

6.5/10
H

Harrisburg Personal Injury Lawyers

6.5/10
G

Graham Auto Repair

6.5/10
A

Auto Repair Shop in Raleigh, Durham, and Chapel Hill Smiling face emoji.Five black stars.Black circle with a white check mark.White checkmark in a black circle.Black and white award badge with a star in the center.Check mark inside a black circle.Black circle with a white checkmark, indicating completion or success.Two black credit cards, one on top of the other.Black and white image of a cross

6.5/10
A

Auto Repair - Overland Park, Merriam, Shawnee, & Olathe, KS | New Concept Auto Service Review Star Rating

6.5/10
T

The Fitzpatrick Firm, LLC

6.5/10
L

Lundgren Honda Of Auburn

6.5/10
B

Bacchetta Bikes

6.5/10
D

Delta Cycle

6.5/10
W

Wood Trick

6.5/10
M

Max Meyers Law PLLC

6.5/10
P

PlayStation® Official Site: Consoles, Games, Accessories & MoreSony Interactive Entertainment

6.5/10
B

Brands Design

6.5/10
S

Safari Wilderness Ranch

6.5/10
P

Power the Jobsite

6.5/10
S

Stark's Vacuums - Vacuum Store & Repair Services

6.5/10
M

Meucci Cues

6.5/10
T

Tow Pro

6.5/10
A

AAA Garage Door Inc.

6.5/10
L

Limo 4 Less

6.5/10
G

Green Building Elements

6.5/10
Q

Q Golf

6.5/10
P

Pipermoon

6.5/10
A

Andy Mohr Ford

6.5/10
M

Motor Maids Inc.

6.5/10
A

ACUITY Instruments

6.5/10
R

Rydology

6.5/10
V

Visual Signs

6.5/10
C

Central Indiana Regional Transportation Authority

6.5/10
C

Catalyst IQ

6.5/10
L

Lafferty Gallagher & Scott

6.5/10
A

Auto Repair Services | Caldwell, ID | Heritage Auto Repair White checkmark inside a black circle icon.White checkmark inside a black circle icon on a white backgroundWhite check mark inside a black circle iconWhite check mark inside a black circle icon on a white backgroundBlack circle with a white checkmark insideWhite checkmark inside a black circle iconBlack outlined speech bubble icon with three horizontal lines, representing a message or comment.Contact Us

6.5/10
L

Locksmith Pro LLC

6.5/10
F

Fresh Layer Mobile Detailing

6.5/10
K

K1 RaceGear

6.5/10
A

Alpha Mechanical - Fair Oaks HVAC

6.5/10
A

Alpha Transmissions & Automotive

6.5/10
S

Seibert Insurance Agency | We treat you like a person, not a policy.

6.5/10
I

Insurance Advisors Of St. Louis

6.5/10
L

Leonard Truck and Trailer, Inc – 60+ Years in Business Shop Over 700 Trailers with Nationwide Delivery Available

6.5/10
W

Windshield Repair & Auto Glass Replacement

6.5/10
P

Peak Performance Automotive - Newark

6.5/10
W

WyoTech

6.5/10
G

Garage Door Company Serving Portland, OR

6.5/10
E

Elastostar Rubber Corporation

6.5/10
S

Stockton Personal Injury Attorney | Brown & Gessell

6.5/10
H

Home :: Pima County Sheriff's Department

6.5/10
M

MO Auto & Home Insurance Agent Jim Reed - State Farm®

6.5/10
A

Applied Membranes, Inc.

6.5/10
I

Ipson Law

6.5/10
T

The Stanley Law Group – Columbia Injury & Accident Lawyer

6.5/10
A

ARE Solar

6.5/10
M

Modern House Numbers

6.5/10
F

Flat Price Moving & Auto Transport

6.5/10
M

Martec

6.5/10
T

Twig

6.5/10
D

Del Toro Insurance

6.5/10
O

O'Connor Insurance Associates, Inc

6.5/10
N

NSA Storage

6.5/10
A

Auto Repair in Norfolk, VA | Carmasters Automotive Reviews Stars Rating

6.5/10
U

Utah Personal Injury Law Firm

6.5/10
R

Redemption Law

6.5/10
T

The Orlow Firm

6.5/10
L

Loncar Lyon Jenkins

6.5/10
M

Montgomery County Personal Injury Lawyers

6.5/10
C

Convoy Car Shipping

6.5/10
L

LED Craft

6.5/10
E

e-bike of Colorado

6.5/10
S

Sebo

6.5/10
B

Burress Injury Law

6.5/10
E

Eastway Lock & Key, Inc. |

6.5/10
S

Strange Engineering

6.5/10
Y

Yonkers Honda

6.5/10
S

Snook's Dream Cars

6.5/10
G

Genius Babies Toys

6.5/10
H

Hylio AgDrones

6.5/10
B

Boston Corporate Coach™ | Official Site

6.5/10
P

Phoenix Phase Converters

6.5/10
E

Expert Windshield Replacement Phoenix

6.5/10
C

Car Confections - Sampling the Latest Automotive Delicacies

6.5/10
A

ATI

6.5/10
M

Mark Williams Driveline

6.5/10
A

Auto Repair Services in Bowling Green, KY

6.5/10
A

Aspen Limousine Service

6.5/10
T

Tinterz

6.5/10
J

Just Insure

6.5/10
E

Edina Taxi

6.5/10
S

Supernal.aero

6.5/10
L

Lockpicks.com

6.5/10
T

Trust Auto

6.5/10
P

Patriot Rail Company

6.5/10
B

Brian Boyer Injury & Car Accident Lawyer Las Vegas

6.5/10
K

Khashan Law Firm, APC

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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