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.

320,470
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,470 Automotive Brands

AI-Ready8-10
<1%
80
Getting There6-7
6%
20,666
Needs Work4-5
60%
193,512
Not Discoverable0-3
33%
106,212

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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320,470 brands scored - page 81 of 3,205

M

Mander Collision & Glass

6.2/10
A

Arthur's Automotive

6.2/10
A

Automotive Accessories & Service | Manley's Mobile Electronics, LLC | Tri-State Area A black and white silhouette of a delivery truck on a white background.A black and white silhouette of a car on a white background.A black and white icon of a delivery truck with arrows pointing in opposite directions.A black and white icon of a credit card with a dollar sign on it.A black and white icon of a coin with a dollar sign on it.A black and white icon of a medal with a heart in the center.A black and white icon of a quote on a white background.A black and white icon of a quote on a white background.A black and white icon of a quote on a white background.

6.2/10
B

Boston Moving Permits

6.2/10
D

Doggett Toyota of Beaumont

6.2/10
E

European Auto Repair in Hummelstown, PA | Crowne Automotive Map Pin Icon for Location

6.2/10
G

Gn Engines Center

6.2/10
M

Marine Engine Digest

6.2/10
A

Art of Gears

6.2/10
L

Lamb Ford

6.2/10
A

Auto Repairs | Boulevard Tire & Service | Kansas City, KS CloseClose

6.2/10
L

Longview Auto Repair - Art's Automotive phone icon

6.2/10
C

call us

6.2/10
G

Godspeed Off

6.2/10
T

TransGo

6.2/10
B

Boxy’s Paint & Body Inc.

6.2/10
B

Bicycle and Bikes

6.2/10
J

Jim's Auto Care Group | Wayne PA Auto Service and Repair | Serving Drivers on the Main Line for over 40 Years with Unmatched Auto Service and Repair!

6.2/10
G

Golden Silk Pheach Pheach

6.2/10
P

Portland Auto Repair

6.2/10
H

H&S Energy Group

6.2/10
H

Hanford's Tire

6.2/10
E

Escamilla 24HR Semi Road Service

6.2/10
C

Campanha do Bem

6.2/10
E

EurAuto Shop

6.2/10
L

Luxury Car Service Center in Dubai

6.2/10
C

CoAuto

6.2/10
E

European Car Care

6.2/10
م

مهارة للموارد البشرية

6.2/10
D

DealerOn

6.2/10
E

E&J Appliance

6.2/10
F

Free Bill of Sale Template PDF, Word [United States]

6.2/10
C

CA Auto & Home Insurance Agent Aaron Williams - State Farm®

6.2/10
U

Upstate Chevrolet

6.2/10
C

CAR NERDS

6.2/10
F

Franklin & Son Inc

6.2/10
C

Calspan Aerospace, Defense, and Automotive Testing

6.2/10
C

Crest Acura in Syracuse NY

6.2/10
T

Toyota Dealership Near Me in Warren OH

6.2/10
L

Lost Car Key Replacement

6.2/10
M

Mazda Dealership in Lodi NJ

6.2/10
S

SpeedKorePerformance

6.2/10
C

Collector Classic Cars | Nostalgic Motoring Ltd.

6.2/10
I

Internet Guide - iGuides.org

6.2/10
G

garagedooraid

6.2/10
G

Garage Door Friendswood TX

6.2/10
G

Garage Door Services Pembroke Pines, FL

6.2/10
C

Collision Repair

6.2/10
G

Garber Nissan® in Saginaw

6.2/10
I

Insignia Group

6.2/10
A

Auburn Cord Duesenbe

6.2/10
B

Bob Stall Chevrolet

6.2/10
R

Race Tire, Drift Tire, Competition Tires - ZESTINO

6.2/10
G

Garage Door Repair Columbus Ohio | Zettler Garage Doors

6.2/10
D

Dodge Chrysler Jeep Ram Dealer Westbrook ME

6.2/10
A

Auto Repair Shop

6.2/10
A

Auto Repair Shop

6.2/10
T

The #1 in Combustion Efficiency | Baileys Diesel Group checkmarkcheckmarkcheckmarkcheckmarkcheckmark

6.2/10
A

A&A Manufacturing

6.2/10
B

Big Jim's Towing

6.2/10
B

Bill Estes Toyota

6.2/10
C

Concord's Auto Care Center - Accomplished Auto Black smartphone vibrating.Black location pin.Clock showing 4:00.Black smartphone with vibrating lines.Black location pin with white circle in the center, on a white background.Clock showing the time at 4:00.Accessibility

6.2/10
A

Acicam

6.2/10
2

24/7 Towing & Roadside Assistance | Pocomoke City, MD A black silhouette of a telephone on a white background.A black map pin with a white circle in the middle on a white background.Black icon of team with gear over the head of the central person, suggesting teamwork and process.Stopwatch icon with clock hands, speed lines, and an arrow indicating speed.Black tag with a light bulb icon, on a white background.Person with three stars above their head.Five black stars.Double quotation marks.Five black stars in a row, rating or review.Double quotation mark graphic.Black location pin icon.Black location pin with white circle and curved ring below.Black location pin icon with a white circle and a circular outline.Black location pin with white center and encircling dotted line.Black location pin icon with a white circle and a surrounding arc.A black map pin with a circle in the middle.A black map pin with a circle in the middle.A black map pin with a circle in the middle.A black map pin with a circle in the middle.Three black arrows pointing in opposite directions on a white background.A black map pin with a circle in the middle.

6.2/10
C

Classic Cars Online US

6.2/10
B

Bobby Tyson’s Tire & Automotive

6.2/10
A

Automotive Repair & Tire Shop | Briggs Firestone | CA PhoneLocationEmailHoursPhoneEmailLocationLocationHoursPhoneEmailLocationHours

6.2/10
A

AHAS

6.2/10
M

Mayfield Ford

6.2/10
A

Auto Accessories Store | Colorado Off Road | Littleton, CO Black circle with white checkmark.Black circle with white checkmark.Black circle with a white checkmark.Black circle with white checkmark.Black circle with a white check mark.Black circle with a white checkmark.Three overlapping speech bubbles with dots inside, suggesting a conversation.Contact Us

6.2/10
C

CanMar Contracting

6.2/10
F

Fundación Pies Descalzos

6.2/10
I

Industrial Pump Supplier

6.2/10
B

Bike and Car Detailing Service

6.2/10
I

Insurance Agent Paul Bull in Bullhead City AZ – State Farm®

6.2/10
C

Crosstown Chrysler Dodge Jeep RAM

6.2/10
C

Car Rental Thailand

6.2/10
D

Doorgi Garage Doors

6.2/10
T

TechnoPark MotorLand

6.2/10
S

Sarveshwari Engineers

6.2/10
S

South Pointe Toyota

6.2/10
S

Speedy Peedy Towing

6.2/10
W

WTC

6.2/10
ส

สล็อตเว็บตรง

6.2/10
S

Sunwest Automotive Engine

6.2/10
B

Beech Hill Garage

6.2/10
P

Pro Remapping

6.2/10
W

White Slate Auto Detailing

6.2/10
N

New & Used Ford Car Dealership

6.2/10
D

Downtown Ford

6.2/10
D

DARCARS Honda Dealership In Fairfax, VA

6.2/10
E

EES Shipping

6.2/10
R

Review Friendly

6.2/10
A

Adomida

6.2/10
F

Ford Dealer Paducah, Murray, Benton KY

6.2/10
L

Larry H. Parker Accident Attorneys

6.2/10
C

Car Tuning Services In Basildon, Essex

6.2/10
W

Why Tech-Savvy Buyers in Australia Are Choosing Used Cars | Dainik Destiny

6.2/10
E

Eclect Blog -

6.2/10
C

Czech Rocket Society

6.2/10
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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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