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.

37,503
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 37,503 Automotive Brands

AI-Ready8-10
<1%
174
Getting There6-7
19%
7,158
Needs Work4-5
64%
23,815
Not Discoverable0-3
17%
6,356

Only <1% of automotive brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

Score your brand free

37,503 brands scored - page 15 of 376

M

MagAir aircon

7/10
M

Mako Motorsport

7/10
M

Mals Haulage

7/10
M

Mama Llama Makes

7/10
M

Manta Fitness Equipment

7/10
M

MarketTram: Online Marketplace Australia to Buy, Sell & Rent Goods | Buy, Sell & Rent Goods

7/10
M

Marty's Smash Repair

7/10
M

Mechanic in Forster | Marx Forster Tyres & Mechanical Phone IconMenu IconClose IconHigh Quality IconService IconLead Iconcheck iconCheck IconCheck IconvPhone IconMap Icon

7/10
M

MAS Project

7/10
M

Masterfreight Express

7/10
M

Matcha and Forest

7/10
M

Matthews Cleaning Company

7/10
M

Maui Now

7/10
M

Max Car Removals

7/10
M

Maxiblock

7/10
M

MCC 4x4

7/10
M

McCormack's Auto Sandgate

7/10
M

McCormacks 4WD

7/10
M

McHitch Uniglide Trailer Coupling

7/10
M

Mcne Auto Supplies

7/10
B

Blueberry Technology

7/10
U

Updated Net Worth

7/10
M

meiskin

7/10
M

Melbourne Auto Gas

7/10
W

WA77 Situs Login Kuas Paling Berkualitas Di Indonesia WA77 Situs Login Kuas Paling Berkualitas Di Indonesia

7/10
M

Melbourne Chauffeured Services

7/10
M

Melbourne Copper

7/10
M

Melbourne Powered

7/10
C

Cheap Prices for Trailer Rentals in Melbourne

7/10
M

Melbourne Van Rentals

7/10
M

Melway Bin Hire & Demolition

7/10
M

MerlinFX

7/10
M

Mesc Engineering

7/10
S

Sydney Metal Corp

7/10
M

MetroBooths

7/10
C

Cash For Cars Sydney

7/10
M

Metro Copper Recycling

7/10
M

Metro Hobbies

7/10
M

MG Chauffeurs

7/10
C

CarTurner

7/10
M

M&G Truck Curtain Repairs

7/10
M

Michael Bond Art

7/10
M

michaelshortsigns

7/10
T

Towing Gold Coast. Cheap Towing & Tow Truck Services Pin IconEmail IconPhone IconHamburger IconClose IconArrow IconMechanic IconAdvanced iconAutomotive IconExperience IconExperience IconBusiness IconTow Truck Icon24/7 Service IconPhone IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow Icon

7/10
M

MicroHeat Technologies Pty Ltd

7/10
M

Midcoast Moto

7/10
M

Midland

7/10
M

Minchkins

7/10
M

Miranda Auto Body

7/10
F

Flexbootsaustralia

7/10
W

Weightcheck

7/10
M

Mobile Carr Doc

7/10
C

Car Detailing Cairns | Mobile Club Cars Cairns Phone IconMobile iconMobilePlay IconPlay IconPlay Icon

7/10
M

Mobile Car Care

7/10
M

Modest Mounts

7/10
R

RO Water Filtration

7/10
P

Personal Loans & Car Finance up to $75,000

7/10
M

Monster Wheels

7/10
M

Mood Muse

7/10
M

Moonlight Stainless 4WD Performance

7/10
M

More Secure Locksmiths | Locksmith Wollongong Black and white location pin icon, indicating a place.Outline of a telephone handset.Hamburger menu iconPhone IconClock icon with circle around it and two filled dots.Black padlock icon.Badge icon with a person's silhouette in the center.Shield with checkmark, indicating security or approval.Location pin icon.Shield icon with checkmark next to document, representing protected files.Black check mark icon on a white backgroundBlack check mark icon on a white backgroundBlack check mark icon on a white backgroundBlack check mark icon on a white backgroundBlack checkmark icon on a white backgroundBlack check mark icon on a white backgroundFive black stars in a row, top of a white background.Five black stars in a row, indicating excellent rating or review.Five black stars in a row, indicating a perfect rating.Five black stars arranged horizontally, top row.Outline of a telephone receiver.Black location pin.Envelope icon.Clock showing time is approximately 4:00.

7/10
M

More than a Move

7/10
Q

Quality Scales Unlimited

7/10
M

Motipod

7/10
M

MotoGear - Equipment and accessoories for Cars Utes Vans 4WDs

7/10
M

Motomech Mobile Mechanics

7/10
M

Motorize Me

7/10
M

Motoquipe

7/10
M

MOVE ATTIRE

7/10
M

Moving Again

7/10
M

Mowing To You

7/10
T

The RICE Stuff

7/10
M

MPX AUTOS

7/10
M

Mr and Mrs D's

7/10
M

Mr Firewood

7/10
M

MSTTUNING

7/10
P

Plaza IT

7/10
M

Muffler Mart &Tyre

7/10
M

Multitune Mechanical

7/10
M

Munchkin & Bear

7/10
S

Scrap My Car | Best Price Guaranteed | Scrap My Car Luton estimated_quoteArtboard 3

7/10
M

My Auto Parts

7/10
M

My Car Hobby Shop

7/10
J

Jack Frost Car Air Conditioning

7/10
M

My Limo Hire Perth

7/10
B

BIG Agency

7/10
Z

Zen Electric Bikes US

7/10
N

Nageze

7/10
N

Nano Coatings Central Coast

7/10
N

Natalia Ely Kinesiology

7/10
H

Home

7/10
N

Naturaliste Auto New

7/10
N

NBS

7/10
N

National Car Movers

7/10
T

Tommy's Hi Tech Auto Repair

7/10
N

Natrad Radiators & Auto Air

7/10
D

DriverTires

7/10
N

NBS

7/10
ε‘Ό

ε‘Όε«ι»ƒθƒŒεΏƒ

7/10
N

Neda's Treasures

7/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands β†’

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.

Automotive AI visibility by city

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