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.

323,737
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 323,737 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,888
Needs Work4-5
63%
203,928
Not Discoverable0-3
30%
97,839

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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323,737 brands scored - page 178 of 3,238

S

STATE OF SPEED

6/10
M

MI Auto & Home Insurance Agent Wendy Rode - State Farm®

6/10
E

Entrepreneur général Québec & environs

6/10
B

Butler Ford

6/10
P

PetStep Dog Ramps

6/10
V

Vehicle Title & Licensing

6/10
F

ftosupercharged

6/10
C

Craftpi

6/10
P

PA Auto & Home Insurance Agent Gina Bennett - State Farm®

6/10
D

dijitaliyidir

6/10
A

Adcole

6/10
A

Acton Chevrolet Dealer in Acton MA

6/10
M

Mobile Mechanic Pros Philadelphia

6/10
A

Akida Film Festival

6/10
T

Tolins Tyres

6/10
C

CSC Group

6/10
N

New Chevrolet & Used Car Dealership in Frankfort, IL

6/10
A

AL Auto & Home Insurance Agent Phil Wiginton - State Farm®

6/10
C

Chevy Dealer in Greenville, SC

6/10
A

Auto Glass Repair Phoenix, AZ

6/10
T

Toolgrid

6/10
F

Ford Dealer Wilkes

6/10
K

Key Ford of Rockland

6/10
R

Rosso Service

6/10
E

Equipment Radar

6/10
D

Dan the Key Man - Keysmith in London, Kentucky

6/10
A

Arkto Campers

6/10
B

Bergey's Chrysler Jeep Dodge Ram Souderton PA

6/10
B

Bergey's Ford of Ambler

6/10
T

Top Tech Locksmith

6/10
T

Top Tire Review

6/10
R

Royalty Garage Door Repair

6/10
E

Eccentrica

6/10
M

My Site

6/10
P

Precision Garage Door Cleveland

6/10
A

ARM Garage Door

6/10
G

GJ Techtronics

6/10
A

Auto Repair in Libertyville, IL | Berry Tire & Auto Review Star Rating

6/10
W

Woody Ford

6/10
A

American Car Parts & Performance Parts

6/10
C

Company

6/10
A

Arnold Tire Auto Care

6/10
E

EleanorChristine Motors

6/10
B

Bonum Corp

6/10
B

bestbuydiscounttires

6/10
P

Plasman

6/10
T

Truck Repair and Roadside Assistance Services

6/10
A

Auto Repair in San Juan Capistrano | CAARS Automotive Review Star Rating

6/10
T

Trusted Auto Repair in Rockville, MD | AMPM Automotive Reviews Stars Rating Icon

6/10
F

FFUN Cars

6/10
A

AIR CTI

6/10
5

50% Off Local Savings

6/10
A

AIER

6/10
I

Iron Trail Motors

6/10
C

Canadian Vehicle History Reports

6/10
K

Kia of Newmarket

6/10
D

dixiemotorsinc

6/10
H

Highmark Lighting and Signage

6/10
P

Plymouth Locksmith

6/10
G

Glenwood Movers

6/10
F

Find Your Perfect New or Used Chevy In Lumberton, NJ

6/10
F

Fiberglass Kit Cars and Replicas

6/10
P

PNI Sensor

6/10
B

BeTinted

6/10
D

DJ Kott Agency

6/10
1

1st Alliance Garage Doors Repair and Installation

6/10
C

Clover Detail

6/10
H

Home | Just GM Auto Repair Plus | Cullman, AL Skilled Diesel TechniciansReliable TurnaroundStraightforward PricingBacked by WarrantyA/C RepairPhoneEmailLocationLocationHoursHours

6/10
C

Cadillac of Greenwich

6/10
E

erniesautoandtire

6/10
C

Crippen GMC

6/10
2

24 Hr Towing & Recovery, Inc

6/10
E

Ed and Daves

6/10
P

Pop-A-Lock of Jacksonville

6/10
M

Mobile Car Detailing Service Areas in Marin County

6/10
N

New & Used Car Dealer Lincoln, NE

6/10
H

Hadi Junk Cars Removal

6/10
E

eSaabParts.com

6/10
B

Borderins

6/10
T

Towing Company | San Angelo, Texas | Eddy's Towing 325

6/10
D

Design Construction

6/10
C

chainreactionalaska

6/10
I

Ishtint

6/10
E

Edfield Motors LTD

6/10
T

Towing Evansville IN, Roadside Assistance, 24 Hour

6/10
M

Mansfield Locksmith, Mansfield, TX (817) 260

6/10
R

RepairLoader

6/10
B

Badass Broncos Restored Ford Broncos Custom Broncos - Vintage Ford Broncos New Braunfels, Texas

6/10
D

dodgekeyreplacementaustin.com

6/10
D

Dodge Key Replacement Spring

6/10
H

Hydra Energy

6/10
A

Auto Repair Specialists

6/10
W

Windshield Replacement Phoenix (#1 in AZ & Up to $200)

6/10
T

Toyota Certified Used Vehicles

6/10
C

Crown Acura

6/10
H

Hydro-Mechanical Systems Inc.

6/10
H

Hydrox Systems

6/10
G

Gear Sustain

6/10
A

AK Fiberglass Works: Online RV Fiberglass Experts in Colorado

6/10
A

Andersons Septic Service

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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