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.

38,291
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 38,291 Automotive Brands

AI-Ready8-10
<1%
181
Getting There6-7
19%
7,347
Needs Work4-5
64%
24,332
Not Discoverable0-3
17%
6,431

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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38,291 brands scored - page 53 of 383

H

HUBTOTO

6/10
M

MAN Australia

6/10
M

MAN Civil

6/10
M

Mandurah Isuzu UTE

6/10
M

Mandurah Hyundai

6/10
M

Mandurah Nissan

6/10
M

Mandurah ล koda - Service & Parts

6/10
M

Mandurah Toyota

6/10
M

Mandurah Suzuki

6/10
M

Manjimup Toyota

6/10
M

Manly Rentals

6/10
M

Mansfield Motors - Car Servicing and Car Repairs Mount Gravatt, Wishart and Garden City

6/10
M

Mansfields: Leaders In Contract Food Manufacturing

6/10
M

ManPowerAg

6/10
M

manwithavanshop

6/10
M

Many Stories

6/10
M

Maranello

6/10
M

Marija Basic Art

6/10
M

marinecontrols.com.au

6/10
M

Marion Motors

6/10
M

Mario Trailers

6/10
M

Marketing One Group

6/10
M

Market Timbers

6/10
M

Marko Body Repairs

6/10
M

Maroochydore Towing Service

6/10
M

Maroochydore Jeep

6/10
M

Marry Us Gary - Civil Marriage Celebrant Sydney and Wedding MC servicing the Best Wedding Venues in NSW - Northern Beaches, Mountains, South Coast, Southern Highlands, Hunter.

6/10
M

marshallbeattieauto

6/10
M

Marshall Batteries

6/10
M

martinsmarine

6/10
M

MARVELOR - When Quality Matter

6/10
M

Maryborough IVECO

6/10
M

Maryborough Toyota

6/10
M

MAS Automotive

6/10
M

Massa Imports

6/10
M

Mass Energy

6/10
M

masterblasters

6/10
M

Master Cash for Cars

6/10
M

Master-Logistics

6/10
L

Locksmiths Member Directory

6/10
M

Mastertouch Automoti

6/10
M

Master/Trafic Spares

6/10
E

Electrical Product Manufacturers and Distributors

6/10
M

Matsumo

6/10
M

Mattress Builders

6/10
M

Mawby Hook

6/10
M

Mawson Lakes Volkswagen

6/10
M

Mawson Lakes Mazda

6/10
M

Maxbutts Auto Bodyworks

6/10
M

Max Auto

6/10
M

Max Cash For Cars Brisbane

6/10
M

Maxcool Auto Parts

6/10
M

Maxfill

6/10
M

Maxima Australia

6/10
M

Maz Car Removal -

6/10
M

Mazda2 Small Sedan & Hatchback

6/10
M

Murray Bridge Trailer Hire

6/10
M

MBL Australasia Pty Ltd

6/10
M

McAlister Motors

6/10
M

McAlister Motors Ford

6/10
M

McArthur Plumbing

6/10
M

McCarroll's Alfa Romeo

6/10
M

McCarroll's Fiat Artarmon

6/10
M

McCarroll's Volkswagen

6/10
M

McCarroll's Jeep Newcastle

6/10
U

Upholstery on the Sunshine Coast | McCormick Upholstery Email IconPin Icon07 5446 2134Menu IconClosed IconUpholstery IconDetailed Upholstery IconInterior IconCar IconArrow IconResidential IconArrow IconCommercial IconArrow IconDivider Icon

6/10
M

Mccoy St Autos | Reliable Automotive Repairs, Friendly Service

6/10
M

Mcdonaldbrosracing

6/10
M

McGregor I A

6/10
M

McKay Performance

6/10
T

Talon Industries

6/10
T

Tamworth Earthmoving & Demolition

6/10
M

MClimousine

6/10
M

McLean's Locksmith Gold Coast

6/10
M

MCM Sales & Service

6/10
M

McRae GMSV

6/10
M

McRae Motors

6/10
M

Midcoast Trucks

6/10
M

MD Autotech

6/10
M

MDM Digital Tradie - Website Design and Digital Marketing for Tradies

6/10
M

mobiledirectau

6/10
M

Meadows by the Sea

6/10
M

MeanStreak Choppers

6/10
M

MEAN MOTHER 4X4

6/10
M

Mechaniacs.com.au

6/10
M

mechaniconwheels

6/10
N

Noranda Service Centre

6/10
B

Balfour Auto Service

6/10
M

Mechanic Loans

6/10
M

Mega Medical

6/10
R

Rochford Supply

6/10
J

JDM Plates

6/10
M

Mega Car Removal Sydney & Cash For Cars

6/10
C

Car Removal Sydney, Top Cash for Car. Click to call

6/10
M

Megajoist

6/10
M

Mega Medical

6/10
M

Mega Sticker Store

6/10
M

Mega Trim

6/10
M

Mehtab Driving School

6/10
M

Maliganis Edwards Johnsonยฎ

6/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands โ†’

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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