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.

39,587
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 39,587 Automotive Brands

AI-Ready8-10
<1%
191
Getting There6-7
19%
7,677
Needs Work4-5
64%
25,155
Not Discoverable0-3
17%
6,564

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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39,587 brands scored - page 302 of 396

T

TypeWisp

4/10
O

OneAmbition

4/10
U

UplevelResume

4/10
O

Onedex Power and Water

4/10
O

Optimised Netword Equipment

4/10
А

Авто из Кореи, Японии и Китая

4/10
W

Wara Sender Chrome Extension

4/10
A

Adevo Bot

4/10
C

ChatPlus

4/10
S

SGB Chat

4/10
W

WasApp

4/10
W

WhatsControl

4/10
M

Meow

4/10
E

Entrar

4/10
W

WaveDialer — Power Dialer, Two

4/10
W

Webassign Fixer

4/10
O

One Stop Mechanical Repairs

4/10
O

One Style Tuning

4/10
O

One Underwriting

4/10
O

Onguard Locksmiths

4/10
O

Online Business Sales

4/10
F

Facebook Auto Comment Extension

4/10
O

ONLY.

4/10
Z

ZenMail

4/10
O

onQ Oil Solutions

4/10
G

Gute Auto, Schlechte Auto

4/10
O

Ontime Locksmiths

4/10
V

Vehicle Service & Maintanance

4/10
O

OnTrack Automotive

4/10
B

BentoMint — Full screenshots with beautiful split layouts

4/10
C

Clas.dev

4/10
D

Desiree Anderson

4/10
O

OpenClip

4/10
U

Unblocked Games WTF

4/10
O

Open Rooms

4/10
C

CleanCopy for ChatGPT

4/10
C

Ctrl+F on steroids

4/10
A

AICP

4/10
O

Opposite Lock Site

4/10
T

Tu equipo comercial debería estar cerrando, no buscando

4/10
O

Optimising Care

4/10
C

ClicAutoPro

4/10
O

OptiVAN

4/10
O

Optipark

4/10
S

Serica AI

4/10
Y

Yeer

4/10
G

Graft

4/10
O

Orange Pumps

4/10
O

Orange Spring and Suspension Repairs

4/10
O

Orangewalk

4/10
O

Orbit

4/10
O

Orchid Emporium

4/10
O

Order Streets Australia

4/10
O

O'Reilly Douglas & Co

4/10
F

FlashCart

4/10
P

PostFast.in

4/10
O

Origin painting

4/10
O

Orlando Refrigeration and Air Conditioning Services

4/10
O

Ormond Service

4/10
D

Default page

4/10
F

ForceIQ

4/10
F

Friend Connector

4/10
O

Osborne Park Mitsubishi

4/10
T

The Medium Auto Follow Bot

4/10
H

Homepage

4/10
S

SUAP PGD2 PIT/RIT Autofill Pro

4/10
M

Manil Shangle

4/10
A

Auto Industry Co

4/10
O

Otomate

4/10
J

Javen的技术博客

4/10
O

Oto Car Parts

4/10
O

Ourbridge

4/10
T

Temporary Email Generator

4/10
R

ReferBuddy

4/10
O

Outbackquadadventures

4/10
S

SlapNote

4/10
O

Outnbout Caravan and Boat Storage Wagga

4/10
O

Out Of The Shed

4/10
O

Out There Cycling

4/10
O

Overdrive Car Hire

4/10
O

Onsite Vehicle Inspections - Your Roadworthy Partner in Perth

4/10
O

Ovida

4/10
O

Owenbridge Logistics Recycling Transport

4/10
O

OwnerDriver

4/10
O

Ox Engineering

4/10
O

Oxenford Mechanical

4/10
O

Oxfordimports

4/10
O

Oxley

4/10
O

Oxygem Pool Care

4/10
O

Oyster Grader by Oystek

4/10
T

TOP QUALITY AFTERMARKET SPARE PARTS

4/10
O

OfficeMoM

4/10
O

Ozcashforcar

4/10
O

Oz Car Removals & Cash For Cars

4/10
Q

QuickTabby

4/10
R

Rocky Highlighter

4/10
A

astisoft

4/10
O

Ozi Auto Parts

4/10
C

Cristian Plaza

4/10
D

Dark Mode

4/10
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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 4.6/10 means for automotive brands

The average Automotive brand we've scored sits at 4.6/10. 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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