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.

702,750
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 702,750 Automotive Brands

AI-Ready8-10
<1%
125
Getting There6-7
5%
36,235
Needs Work4-5
53%
371,189
Not Discoverable0-3
42%
295,201

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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702,750 brands scored - page 60 of 7,028

A

AlternativeAutomobile29 - No.1 Automobile Client

6.5/10
L

Limousine Service Germany

6.5/10
C

Car Detailing and Car Cleaning Services in Delhi NCR, India

6.5/10
S

Swindon Powertrain

6.5/10
F

Farming Simulator 25 Mods

6.5/10
I

IDRAW PEN PLOTTER

6.5/10
M

Maxon Pakistan

6.5/10
O

OTC Tools

6.5/10
G

getcarparkingmultiplayer.com

6.5/10
D

Dookie DemasteredDookie Demastered

6.5/10
W

WSO288

6.5/10
T

The RVgeeks

6.5/10
B

Blum

6.5/10
P

PVY E-BIKE

6.5/10
E

Ethos Car Care

6.5/10
N

Number1Plates

6.5/10
S

Saskia Diez

6.5/10
J

JojobRT

6.5/10
N

Niels van Roij Design

6.5/10
D

Delina Trans

6.5/10
R

Rent a car Dubai

6.5/10
M

More Cash For Scrap

6.5/10
S

Synhelion

6.5/10
P

Postlister

6.5/10
P

PassTime GPS

6.5/10
3

360 Car Photography software

6.5/10
C

CH Marine

6.5/10
R

Rlaarlo

6.5/10
A

Autosurveil GPS

6.5/10
L

Lastenrad

6.5/10
G

Genuine OEM Hyundai Parts and Accessories Online

6.5/10
L

Langkawi Car Rental

6.5/10
R

Rooftop Defense

6.5/10
C

CarExamer.com

6.5/10
C

Cyclelasers

6.5/10
W

Web Robot Apps

6.5/10
S

Spinny

6.5/10
F

Farming Parts

6.5/10
F

Fletcher Tables

6.5/10
X

XenonZcar

6.5/10
D

Drivetrain Resource

6.5/10
G

GroverLawKC

6.5/10
M

Myelectrikbike

6.5/10
R

Revolution Cycles Dubai

6.5/10
A

Auto Repair in Queen Creek, AZ | APA Total Car Care Black clock icon with white hands showing 4:00Black location pin icon on a white backgroundBlank white rectangle on a plain white backgroundBlack five

6.5/10
E

Eagle Motorsport Used Cars

6.5/10
C

Car Insurance 101 | A Guide to Buying Car Insurance Online

6.5/10
I

InfoNegocios Uruguay

6.5/10
G

GS Caltex India

6.5/10
H

H3R Performance

6.5/10
B

BMW & MINI parts styling tuning new and used parts

6.5/10
S

State Insurance USA - Personal Lines

6.5/10
S

Saint-Geoire-en-Valdaine

6.5/10
S

Sorrento Coast Limo

6.5/10
S

Sculpfun

6.5/10
M

MyMoneyComparison.com

6.5/10
N

NTLite

6.5/10
E

everyjoe

6.5/10
R

Ralarsa

6.5/10
W

Weinberg Law Offices

6.5/10
I

ISK BEARINGS

6.5/10
E

El Día de Gualeguaychú | El Día Online te brinda noticias e información fehaciente, las 24 hs. del día, de Gualeguaychú, la región y el país.

6.5/10
U

US Highways | Auto Ideas

6.5/10
M

Mobypark

6.5/10
T

Tank Retailer

6.5/10
T

Tires, Auto Repair & Expert Vehicle Maintenance

6.5/10
G

Granado Espada

6.5/10
V

Vivo Latam: Inmobiliaria, Casas, Apartamentos, Terrenos y Más

6.5/10
D

Dalyan Tekne Turları

6.5/10
C

Calgary Cleaning

6.5/10
S

SOMFY - Rolling shutter, gate, alarm and blind. Home automation and motors for the connected home

6.5/10
G

Get Carports

6.5/10
S

Shree Ashirwad Packers

6.5/10
P

Pragmasis

6.5/10
P

Personal Injury Solicitors Belfast & Northern Ireland

6.5/10
H

HEXAGONE GAY

6.5/10
C

CSUCA

6.5/10
C

CTejidas [Crochet y Dos Agujas]

6.5/10
N

NerdMonster Digital Retail

6.5/10
O

Owl Outdoor

6.5/10
C

Carbaazar

6.5/10
L

LOVATO Electric spa | Energy and Automation

6.5/10
R

Recetas caseras con fotos paso a paso de Miriam García

6.5/10
M

Milano Monza Motor Show

6.5/10
E

EUROTECHNI S.A.S

6.5/10
N

Niche Museums: Find tiny museums near you

6.5/10
K

Keycapsss

6.5/10
R

Reverse Logistics Group

6.5/10
M

MCPEDL.ORG - Minecraft Bedrock Edition

6.5/10
H

HEATSO

6.5/10
C

Contrainformación

6.5/10
C

Compara seguros, energía y finanzas con Rastreator y ahorra

6.5/10
K

Karz and Dolls

6.5/10
K

KOITOTO

6.5/10
S

Sublime Science

6.5/10
E

EnviroTech Europe | Vapour Degreasing, Corrosion Protection & Metal Cleaning

6.5/10
S

Spring Green Evolution

6.5/10
E

Endesa: Tu compañía de luz, gas, movilidad eléctrica y solar

6.5/10
B

BTCTC

6.5/10
B

Build an ADU Without the Stress, With a Contractor You Can Trust

6.5/10
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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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