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.

39,274
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 39,274 Automotive Brands

AI-Ready8-10
<1%
189
Getting There6-7
19%
7,626
Needs Work4-5
64%
24,943
Not Discoverable0-3
17%
6,516

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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39,274 brands scored - page 61 of 393

R

Radley Engineering Ltd

6/10
F

FrioBCN

6/10
H

HMFusa

6/10
М

Микрохирургия глаза в Москве | Лазерная коррекция зрения | Лазерная коррекция зрения ReLEx SMILE. Лечение катаракты, глаукомы, сетчатки, кератоконуса. Ведущие врачи Москвы. Свыше 500 отзывов пациентов.

6/10
O

OPA89

6/10
S

Solvest Inc.

6/10
C

Clover Group

6/10
G

Golf Cart Tires, Wheels & Golf Cart Accessories

6/10
I

Innoflo Solutions Inc.

6/10
G

Glydsphere

6/10
M

Monster Illuminessence

6/10
T

Times Drive

6/10
W

West Coast Certified Roofing Experts

6/10
A

Assistance Services Group (ASG)

6/10
H

Harambe System

6/10
B

Burnout Masters Game

6/10
F

FineCheck

6/10
M

Membantu

6/10
U

Urban Fox

6/10
T

Time Lessor

6/10
M

Matrix

6/10
O

Online Property Auctions

6/10
C

Cargadores de coches eléctricos Policharger

6/10
O

OY Wings — Flight School Management Software

6/10
P

Parkarr

6/10
M

MTMISPUNJAB

6/10
7

777VIP

6/10
W

w79gameblog

6/10
C

Clean Queen Car Wash

6/10
D

Dory's Decal's

6/10
S

Salowe

6/10
S

Safari Towing Company

6/10
C

Car Wash

6/10
S

Sidecar Tours, Inc.

6/10
M

Molly Rent Car

6/10
T

Toyota of Puyallup

6/10
M

Meepo Board

6/10
E

EV Loader 8 Ball Pool

6/10
C

Castellón Diario

6/10
L

loveelectric

6/10
L

La Europea MX

6/10
P

Pinkmatter

6/10
U

UBC Formula Electric

6/10
P

Plaza IT

6/10
P

Pidilite

6/10
A

AlphaX Electronics

6/10
T

TeePublic

6/10
S

Surface Patterns

6/10
M

Mofflab

6/10
Z

Zapext

6/10
E

EasyTweak

6/10
R

RentFirst

6/10
A

Ajusta CV

6/10
A

AltosRH

6/10
G

Go SmarterGoSmarter

6/10
S

Selion

6/10
N

NextGen Access Solutions

6/10
N

Next Level Powersports

6/10
N

next metal engineeri

6/10
N

NGN Tooling

6/10
L

Liquid Waste Management & Disposal | Launceston, TAS Septic TankGrease TrapsPortaloo

6/10
N

NJ Lock Solutions

6/10
N

njoy Toys | pure/fun - AUSTRALIA/ NEW ZEALAND

6/10
N

Noble Cash For Cars

6/10
N

Noble Volkswagen

6/10
N

Noble Toyota

6/10
A

Auto Expert

6/10
N

Noor Auto Service

6/10
A

All

6/10
N

Noosa Toyota

6/10
N

Norswitch

6/10
N

North Coast Blinds & Security

6/10
C

Car Audio Installation, Car Alarms, Car GPS , Adelaide

6/10
H

Hino Trucks Sunshine Coast & Maryborough

6/10
N

Northeast Hyundai

6/10
N

North East Mitsubishi

6/10
N

Northeast Truck Centre

6/10
N

Northern Beaches Volkswagen

6/10
N

Northern Car Removal

6/10
N

Northern Jeep

6/10
U

Ultimax Industries

6/10
N

Northern Rivers Ford

6/10
N

Northern Rivers Hyundai

6/10
N

Northern Rivers Isuzu UTE

6/10
N

North Geelong Accident Repair Centre

6/10
N

North Jacklin Suzuki

6/10
N

Northlakes Locksmiths

6/10
N

North Queensland Injury Lawyers

6/10
N

Northshore Mitsubishi

6/10
N

North Shore Scrap Metals

6/10
N

NORTHSIDE MEDALS

6/10
N

Northside Rentals

6/10
N

Northside RV

6/10
N

NOTLIH Motors

6/10
N

Not Scared Racing and Fabrication

6/10
N

Nova Cash for Cars - Cash for Cars Melbourne.We Buy Your Car ,Get Top Cash.

6/10
M

Mechanic in Charlestown | Nova Auto Innovations Phone IconMenuPhone IconEmail IconMap Pin IconSuitcase IconAppointmentIconAutocare IconCar Repair IconPhone and Email IconWorkshop IconCheck IconCheck IconCheck IconAutocare IconAward IconCard IconMap Pin IconPhone IconEmail IconSuitcase IconMap Pin IconPhone IconEmail IconSuitcase IconMap Pin IconPhone IconEmail IconSuitcase Icon

6/10
N

Nova Cash for Cars

6/10
N

Nova Ford

6/10
N

Nova Motorcycles

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 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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