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 62 of 393

N

Novo-Coat

6/10
M

Mazda Dealer

6/10
N

Nowra Toyota

6/10
A

Autopost

6/10
D

DealerInt

6/10
N

NP Style

6/10
G

Garage Doors

6/10
N

NQDD

6/10
S

Shed Builders Lismore | Northern Rivers Sheds SVG IconMail IconmailMap IconPhone IconBeefburger Menu IconMobileClose IconSVG IconWork Safety IconCareer Vision IconTwo Arrows IconCustom Build IconHouse IconSVG IconRural Shed IconSVG IconGarages IconSVG IconStorage Shed IconSVG IconBarn IconSVG IconFabricated Shed IconSVG IconShed Kit IconSVG IconShed IconSVG IconSVG IconEmail IconMap IconPhone IconPSVG Icon

6/10
N

NSV AUSTRALIA

6/10
N

NS Timber Flooring

6/10
N

NSW SELL MY CAR

6/10
N

NSW Truck Recycle

6/10
N

NT Custom Sheds

6/10
N

Ntech Mekanix - Voted top 3 best mechanics on the Gold Coast

6/10
N

NTI Limited

6/10
N

nt-performance

6/10
C

Car Repair & Service Brendale

6/10
N

Nunawading Cash for Cars

6/10
N

Nupave

6/10
N

Nursing Group

6/10
N

NuTec Industries

6/10
N

NUTZ & BOLTZ

6/10
N

NV Panel & Paint

6/10
H

Helper Bot

6/10
N

NWTS

6/10
N

NWVH

6/10
M

MotorMigo

6/10
M

Multiautomacoes

6/10
S

shortfuts

6/10
P

P7M2PDF

6/10
O

OBrien Auto Traders

6/10
P

Painters in Sunshine Coast | O'Brien Painting Contractors Main IconTag IconPin IconPhone IconMenu IconClose IconQuote IconPremium IconService IconHouse Painting IconArrow IconExterior Painting IconArrow IconRepaint IconArrow IconWall IconArrow IconCommercial Painting IconArrow IconBuildings IconArrow IconSheds IconArrow IconNew Home Build IconArrow IconDivider

6/10
O

Oceanic Direct

6/10
O

Ocean Shores Motel

6/10
R

Refrigerated Transport Services in Melbourne

6/10
S

Seafys Store

6/10
O

Off Road Daily

6/10
O

Offroad Explorer

6/10
O

OGAutoParts - Melbourne, Victoria

6/10
O

Oil And Energy

6/10
S

SpreshApp

6/10
O

Oldtimer Centre

6/10
O

Old Car Removal

6/10
O

old skool mack parts

6/10
O

Old World Tyres

6/10
O

OR Design

6/10
O

Ollies Garage - A Rotational classic car display in Canberra

6/10
O

Ol' School Garage

6/10
O

Osborne Motor Bodies - Perth Truck Builders

6/10
O

Omega Cash for Cars

6/10
O

OMG Garage

6/10
O

Omikron

6/10
N

NomadTime

6/10
O

Omni Elite

6/10
O

Omnino Pty Ltd

6/10
F

Fawkner

6/10
B

Bundaberg

6/10
B

Ballarat

6/10
O

Omoda Jaecoo Australia

6/10
H

Hobart

6/10
M

Morphett Vale

6/10
J

John Hughes

6/10
G

Gosford

6/10
M

Maroochydore

6/10
G

Gold Coast

6/10
M

Mildura

6/10
L

Launceston

6/10
L

Liverpool

6/10
K

Kloster Newcastle

6/10
M

Moss Vale

6/10
P

Port Macquarie

6/10
W

Werribee

6/10
P

Pennant Hills

6/10
T

Tuggerah

6/10
T

Tweed Heads

6/10
O

Onboard Marine -

6/10
D

Demolition Gold Coast | On Demand Diggers & Demolitions Quote IconPhone IconPhone IconSuitcase IconPin Icon

6/10
O

One Call Automotive

6/10
O

One Shot Roofing

6/10
O

One Sixteenth

6/10
O

One Sonny Day

6/10
O

OneTapWireless

6/10
O

Only Euro

6/10
O

Only Landcruisers

6/10
O

Only The Sweet Stuff

6/10
O

ONPOINT AUTOMOTIVE SERVICE CENTRE

6/10
O

On Point Line Marking

6/10
O

On The Spot Auto Glass

6/10
O

Ontime Delivery Solutions

6/10
R

Rynzen.

6/10
L

Locksy

6/10
C

Chrome Currency Converter Extension

6/10
O

OpenSkye WordPress Hosting

6/10
4

4WD Parts Shop in Newcastle - Opposite Lock Cardiff

6/10
H

Home

6/10
O

OPS: Australia's Mineral Processing & Handling Experts

6/10
O

Opticlean Commercial Cleaning

6/10
O

Optimal Drafting

6/10
O

Optimal Workforce

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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