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.

735,566
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,566 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,756
Needs Work4-5
53%
388,034
Not Discoverable0-3
42%
309,641

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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735,566 brands scored - page 43 of 7,356

G

Green Car Future

6.6/10
M

MICROWIRE.news APAC

6.6/10
C

Cash For JUNK CARS

6.6/10
O

Orange Book Value

6.6/10
K

Kaukauna Community News

6.6/10
I

InfoVeloz.com

6.6/10
B

Brothers Tree Service NC

6.6/10
F

Facility Builders & Erectors Inc.

6.6/10
F

Fortador

6.6/10
M

MiningVisuals

6.6/10
F

Fountainhead Antique Auto Museum

6.6/10
M

MIT Solar Car

6.6/10
B

Blog For Iowa

6.6/10
L

Lifted Websites

6.6/10
K

KC Yesterday

6.6/10
S

Snow Country | Airport Transportation Car Service for Park City, Big Sky & Bozeman

6.6/10
K

Kovalent Coating

6.6/10
C

Custom Thermoplastic Compounding | High-Performance Polymer Solutions | Aurora Material Solutions

6.6/10
B

Beat The Heat Window Tinting

6.6/10
P

palmdr.com | PDA Repairs Done Right

6.6/10
P

Premier Sacramento Personal Injury Lawyers

6.6/10
D

DFT® Inc

6.6/10
G

Grrl Power

6.6/10
A

Aquarium Pharm

6.6/10
A

American Auto Transport

6.6/10
H

Haskell

6.6/10
W

Western Electric - Maker of electron tubes and high fidelity

6.6/10
T

The West Law Office, PLLC – Houston Personal Injury Attorney

6.6/10
H

High performance electric motorbikes

6.6/10
L

Legal Help In Colorado

6.6/10
S

Speedcam Anywhere

6.6/10
E

Ensemble, créons le déclic avec La Fresque du Climat !

6.6/10
F

FridayParts

6.6/10
H

Hertz México: Renta de autos en toda la República Mexicana.

6.6/10
M

Mums for Lungs

6.6/10
D

Diari de Terrassa

6.6/10
D

Diari de Sabadell

6.6/10
E

Eagle Cars Spokane

6.6/10
K

Ken Norton

6.6/10
B

Bell Ford

6.6/10
W

We Win Injury Law

6.6/10
P

Penney & Associates - Personal Injury Lawyers

6.6/10
W

WheelScene

6.6/10
S

Shri Ram Janmbhoomi Teerth Kshetra

6.6/10
M

Maze Law Offices

6.6/10
E

Envisys Tech

6.6/10
F

FDNY Shop

6.6/10
S

stahlhouse | An Historical Place

6.6/10
P

Prograde Excavating Inc.

6.6/10
C

Classic Collision

6.6/10
L

Locksmith Unit

6.6/10
L

Locksmith For NYC, Locksmith New York City

6.6/10
A

AutoEPC Hub

6.6/10
T

TK Injury Lawyers

6.6/10
R

ROYAL RIDER BUS RENTAL DUBAI

6.6/10
P

Petron

6.6/10
P

Pfaff Automotive Partners

6.6/10
I

IOWA Tribe

6.6/10
T

The leaders in RC car and truck innovation and design

6.6/10
R

Romtronic

6.6/10
P

Phoenix International

6.6/10
W

Wise Loan

6.6/10
W

WiTricity

6.6/10
S

ScanGauge

6.6/10
P

Paving Services | R & R Paving | Greater Wasatch Front Three overlapping speech bubbles with dots inside, representing a conversation.Contact Us

6.6/10
P

Personal Injury Lawyers | Certa Farrish Law Group A black arrow pointing to the right on a white background.svgsvgsvgsvgsvgsvgA black and white drawing of a phone with a speech bubble.A black and white drawing of a map pin on a white background.A black and white drawing of a clock on a white background.A black and white drawing of a phone with a speech bubble.A black and white drawing of a map pin on a white background.A black and white drawing of a clock on a white background.A black and white silhouette of a scale of justice on a white background.

6.6/10
E

ERGO NEXT Insurance

6.6/10
C

Clicks and Clients

6.6/10
T

Turn 14 Distribution

6.6/10
C

Custom PCB & PCBA Manufacturer Trusted by 2600+ Customers | LZJPCB

6.6/10
W

World Rally

6.6/10
S

Scoopz

6.6/10
K

Kia

6.6/10
E

Economical Insurance

6.6/10
F

First Insurance Company of Hawaii

6.6/10
B

Better Cities Project

6.6/10
C

Champs or Chumps

6.6/10
C

C.R. Onsrud - American Made Industrial CNC Machines

6.6/10
F

FinditParts: Online Supplier for Semi Truck Parts & Heavy Duty Commercial Vehicle AccessoriesFreightlinerACDelcoPeterbiltWABCOVelvacMackBendixTruck

6.6/10
C

CruZen

6.6/10
Y

YouTube

6.6/10
K

Kings Towing

6.6/10
D

Defence Leaders

6.6/10
Z

ZEUS88

6.6/10
T

The JLF Firm

6.6/10
R

Radiant Vision Systems

6.6/10
T

Thock King

6.6/10
K

Komuso Design

6.6/10
S

Shannon's Fine Art Auctioneers

6.6/10
C

Craig Swapp & Associates

6.6/10
E

Energizing Every Ride

6.6/10
B

Black Car Everywhere Limousine & Car Service

6.6/10
A

ASKA Drive & Fly

6.6/10
C

ColdSnap

6.6/10
D

DIY, Craft & Professional Spray Paint Products

6.6/10
M

MotoIQ

6.6/10
S

Spaulding Injury Law

6.6/10
B

Bestop | Leading Supplier of Jeep Tops & Accessories

6.6/10
P

Pressed Floral

6.6/10
J

JaguarForums

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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