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.

735,742
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,742 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,799
Needs Work4-5
53%
388,183
Not Discoverable0-3
42%
309,625

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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735,742 brands scored - page 7344 of 7,358

A

Alpha and Omega Pilot Cars

0.7/10
C

careyannstrelecki

0.7/10
H

Home

0.7/10
C

Choice Central Login

0.7/10
R

Rolling True Truck Tires

0.7/10
P

PlumPerfectPools.com

0.7/10
T

tempBouncing Beach Ball (Momentum Spin)

0.7/10
O

ORHUNMUHENDİSLİK

0.7/10
U

University Chevrolet Hyundai of Tuscumbia

0.7/10
S

Systems Support Equipment Engineering, LLC

0.7/10
H

HYTORC in Houston, TX makes the world’s best torque wrenches. HYTORC of Texas in Houston makes hydraulic, pneumatic, and electric torque wrenches.

0.7/10
M

MKC TOOLS

0.7/10
D

David Godfrey Carpenter

0.7/10
I

II Bulls Mechanical Services Inc

0.7/10
H

Harrison McGill

0.7/10
S

Sim@t Colombia

0.7/10
P

Prasine Engineering, LLC

0.7/10
L

lawrencecs

0.7/10
F

FastLane Motor Fuels

0.7/10
B

Blue Sky Visions — Ophthalmic Instrument Cleaning & Adjustment

0.7/10
T

Thyrocare

0.7/10
F

FastLane Motor Fuels

0.7/10
G

Garage Shelving System, All

0.7/10
K

Keter Tire USA

0.7/10
U

Untitled Document

0.7/10
P

PM Heating and Air - Your Comfort is our Priority

0.7/10
S

Snap Rack

0.7/10
P

PlaceHolder for @domain_name@

0.7/10
M

MOTO2DE MOTOR SPORTS, LLC

0.7/10
M

motormaxintl

0.7/10
C

Carmen Coach Limousine

0.7/10
A

Artemis Shipping Co. LLC (ASCO)

0.7/10
C

Certified Automotive Machining Company of Houston TX. has very competitive pricing and ships from one of the largest inventories of Remanufactured Short Blocks, Long Blocks, Cylinder Heads, Crankshaft Kits and Engine Rebuild Kits warehoused in six different locations spread accross the United States. Our extensive inventory covers Automotive Passanger Car and Lt. Pick

0.7/10
T

tierravalladolid.com

0.7/10
Q

Quality Quick Print · Midstates Printing, Inc. · Quality Commercial Printing

0.7/10
H

Home

0.7/10
P

PARKPIÙ

0.7/10
A

Arclight Home

0.7/10
H

Home

0.7/10
V

vhlaircraft

0.7/10
B

Barracuda Motors

0.7/10
E

Executive Office Maintenance

0.7/10
2

201 Vale

0.7/10
4

468 Engineer Detachment (Fire Fighting Headquarters)

0.7/10
9

911 Diagnostic

0.7/10
A

All Thingz Trucking LLC

0.7/10
A

alianzainmobiliariavyg.com

0.7/10
A

amelia's greetings

0.7/10
A

Auto Glass Madness

0.7/10
B

boxerworx

0.7/10
C

Casa Anccora

0.7/10
I

instantpoke

0.7/10
K

Kaval Car Rental — Premium Cars. Exceptional Service.

0.7/10
U

Untitled Document

0.7/10
C

Ciesiółka Mobilny Mechanik

0.7/10
P

Parcelupbox

0.7/10
H

Home

0.7/10
S

Sterling Auto Glass

0.7/10
S

Solaire

0.7/10
D

Drive Max Used Cars

0.7/10
P

professional hair care products

0.7/10
D

Dr Hernan Restrepo Tobon

0.7/10
S

sfhaircolorist

0.7/10
S

Sumeracki

0.7/10
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0.7/10
3

3169459000010812792gc

0.7/10
A

AUTODORK

0.7/10
B

BH TOURS USA: Offering Tours, Luxury Apartments and Car Rentals in California

0.7/10
A

ATL Engineering

0.7/10
9

90800

0.7/10
P

Platinsan Otomotiv

0.7/10
A

Additional Cars Limited

0.7/10
L

LINDL'S ELECTRIC MOTORS SERVICE, INC.

0.7/10
Q

Qmc.net Home

0.7/10
C

CR Motors, LLC

0.7/10
X

X

0.7/10
I

I Care About Hair

0.7/10
M

Midshore Tech Park

0.7/10
A

Additional Cars Limited

0.7/10
H

Home

0.7/10
B

B and J Small Engine Repair

0.7/10
A

Additional Cars Limited

0.7/10
P

Prime Dispatch Solutions — Premium Logistics & Delivery Coordination

0.7/10
S

Store

0.7/10
A

Abiding Care Haven Homes

0.7/10
N

National Payment Card

0.7/10
A

arangosinmobiliaria.com

0.7/10
A

auto

0.7/10
R

Ralf Betz Consulting

0.7/10
B

Burns Credit

0.7/10
B

Bull City Lawns

0.7/10
C

Cargo Compass USA

0.7/10
F

Field Pivot Inc.

0.7/10
C

Carson English Inc.

0.7/10
C

carterhinds.com

0.7/10
A

Additional Cars Limited

0.7/10
C

CIE Trucking

0.7/10
R

RayJay's Smokehouse Bar & Grill

0.7/10
C

Clevely Construction and Engineering

0.7/10
A

Acceptance Auto Loans

0.7/10
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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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