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.

735,762
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,762 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,801
Needs Work4-5
53%
388,194
Not Discoverable0-3
42%
309,632

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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735,762 brands scored - page 34 of 7,358

C

Custom Wheels

6.6/10
B

Bulletpoint Mounting Solutions

6.6/10
T

The Seat Shop

6.6/10
L

LG&E and KU

6.6/10
V

Venum España

6.6/10
Y

YotaTech

6.6/10
A

American Muscle Car Museum - Melbourne, FL

6.6/10
A

Addmotor Electric Bike & Electric Trike Shop

6.6/10
D

Dreame Stories

6.6/10
C

Capital One Shopping: Coupons, Loyalty, and Deals

6.6/10
C

Car Toys

6.6/10
G

Greenshift

6.6/10
M

MotorEasy

6.6/10
M

Mighty Auto Parts

6.6/10
4

4Wheel Online - Truck Accessories, Ford, Chevy, Dodge, and More Aftermarket Truck Parts

6.6/10
M

McGriff | A Leader in Insurance

6.6/10
E

Easy Cargo Ship

6.6/10
H

HealthJoy — The Benefits Operating System

6.6/10
S

Superwinch

6.6/10
H

Heimstaden

6.6/10
G

GEEETECH

6.6/10
C

CHIGEE Technology co.,Ltd

6.6/10
A

Auto Repair San Antonio | Auto Service Experts

6.6/10
6

6SpeedOnline

6.6/10
T

The Ornament Shop

6.6/10
U

Uniforms & Workplace Supplies Provider

6.6/10
F

Free AI Chatbot Builder: Create AI Chatbots in minutes

6.6/10
S

Swansea Bay News

6.6/10
A

Acumbamail

6.6/10
R

Ramon Esteve Estudio

6.6/10
W

WebUrbanist

6.6/10
R

RC Cars, RC Trucks, RC Airplanes, and Model Trains at Tower Hobbies

6.6/10
G

GTANet.com

6.6/10
O

Online Car Auctions

6.6/10
L

Live Online Public Vehicle & Car Auctions

6.6/10
H

Haas F1 Team | Haas F1 TeamFacebookTwitterYouTubeLinkedInShare on Facebook MessengerVisit the websiteDriverVF-21MediaLatest newsHaas StoreTimingsUpcoming raceHaas+ Circuit de Spa-Francorchamps Hungaroring Circuit Zandvoort Autodromo Nazionale Monza Baku City Circuit Marina Bay Street Circuit Circuit of the Americas Autodromo Hermanos Rodriguez Autódromo José Carlos Pace Las Vegas CircuitLosail International CircuitYas Marina Circuit Circuit de Spa-Francorchamps Hungaroring Circuit Zandvoort Autodromo Nazionale Monza Baku City Circuit Marina Bay Street Circuit Circuit of the Americas Autodromo Hermanos Rodriguez Autódromo José Carlos Pace Las Vegas CircuitLosail International CircuitYas Marina Circuit

6.6/10
S

Sealskin Covers

6.6/10
T

Tirebuyer

6.6/10
A

Allied Mobility

6.6/10
P

Pensador

6.6/10
C

Car Leasing, Business & Personal Deals - eAutoLease

6.6/10
C

City Wide

6.6/10
M

MOTOR

6.6/10
W

Webs.com has been shut down: Find out more

6.6/10
G

Gta5 Mods

6.6/10
B

Bar Method

6.6/10
R

RockAuto

6.6/10
O

Online Auctions for Jewelry, Watches, Coins & Bullion, Electronics, Fashion, Fine Art, Vehicles,Cars and More! Great Deals, Buy Now

6.6/10
Y

Your battery from the expert

6.6/10
S

Sailrite: Fabric and Sewing Supply Store

6.6/10
M

Marutisuzuki

6.6/10
E

Electric Vehicle Charging Stations

6.6/10
F

Fastestlaps

6.6/10
G

Gold Eagle

6.6/10
F

Fractory

6.6/10
W

Welcome to Peterbilt

6.6/10
E

Europcar

6.6/10
P

Propertycasualty360

6.6/10
L

Leaseplan

6.6/10
M

Monografias.com

6.6/10
T

The standard in 360° virtual tour software

6.6/10
S

Sylvania Automotive

6.6/10
S

Scripts.com

6.6/10
S

Sitgesfilmfestival

6.6/10
L

Ledinside

6.6/10
S

Sedgwick

6.6/10
M

Momentive Performance Materials

6.6/10
G

Groth Law Accident Injury Attorneys

6.6/10
H

Home

6.6/10
J

JM Family

6.6/10
E

Easelly

6.6/10
N

New Cars, New Bikes, Prices, Latest Automotive News in India

6.6/10
K

Kenda Tire

6.6/10
C

CAD Software

6.6/10
A

ACORN International

6.6/10
A

Autoguide.com

6.6/10
H

Home

6.6/10
T

Total Safety

6.6/10
C

Cheap Car Insurance

6.6/10
T

The Greenbrier Companies

6.6/10
K

Kloeckner Metals Corporation

6.6/10
D

Dent Wizard International

6.6/10
C

Capstone Logistics

6.6/10
C

CubeSmart

6.6/10
B

Banner Engineering

6.6/10
A

Automotive Tools for Mechanics & Technicians

6.6/10
M

Mansfield Energy

6.6/10
F

Frankenmuth Insurance

6.6/10
W

Warren CAT

6.6/10
O

OEC

6.6/10
J

Janicki

6.6/10
A

ABC Companies | Premier Source for Buses & Vans

6.6/10
H

Holland

6.6/10
A

APS

6.6/10
F

FCC Environmental Services

6.6/10
L

Louisiana CAT

6.6/10
K

Karavan Trailers

6.6/10
T

The Pilot News

6.6/10
T

The Schiller Kessler Group

6.6/10
J

Johnson RV

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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