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.

38,533
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 38,533 Automotive Brands

AI-Ready8-10
<1%
183
Getting There6-7
19%
7,414
Needs Work4-5
64%
24,481
Not Discoverable0-3
17%
6,455

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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38,533 brands scored - page 56 of 386

M

Motor Supplies

6/10
M

MOTOSTEAD

6/10
M

Motronic Mobile Mechanic

6/10
M

Mountain Motors

6/10
I

Ihr Mehrmarken-Autohaus in Darmstadt | Auto Naim

6/10
M

Mt Barker Machinery Transport

6/10
N

Nissan Dealership in Lubbock TX

6/10
M

Mount Gambier KGM SsangYong

6/10
M

Mount Gambier Isuzu UTE

6/10
M

Mount Gambier Iveco

6/10
M

Mount Gambier Off Road Centre

6/10
A

Aaron Overhead Door

6/10
M

Mount Gravatt Mazda

6/10
M

Mage Extensions Themes

6/10
C

Cartube - Watch Youtube on Apple Carplay & Android/ios

6/10
M

Moveroo Australia

6/10
M

Move Steady Physio

6/10
M

Moving Cars

6/10
M

MowersPlus - Sales Service & Hire | 94 King Rd, East Bunbury

6/10
S

Sarajevo Roses -

6/10
M

MPN | Structural Design & Engineering

6/10
M

Mr Coaster - Premium Toyota Coaster Parts quotesArtboard 1 copy 2

6/10
M

MRC Plaza

6/10
M

MR DETAIL

6/10
M

Mr Dent Adelaide

6/10
M

Mr Mekanix

6/10
M

Mr Mechanical

6/10
M

Mobile Mechanic Melbourne

6/10
M

margaret-river-motor

6/10
T

Total Cost Involved

6/10
M

MRPS Automotive

6/10
M

Mr Roadside Mobile Mechanic

6/10
M

MR. RICH DETAILING

6/10
C

Car, Boat & Caravan Mobile Detailing Services

6/10
M

Mr Sunshine Auto Detailing

6/10
R

Rathbun Insurance

6/10
M

MS Car Mats

6/10
M

MS Sheds & Garages

6/10
M

Motor Trade Association of Western Australia

6/10
M

M Tech Wheel Repairs

6/10
M

MTec Mechanical Services

6/10
M

Mt Gravatt Škoda

6/10
M

Mt Isa Isuzu UTE

6/10
M

Montana Colors Australia

6/10
M

MT Pritchard Automotive

6/10
M

Machine Era

6/10
M

Mud Performance

6/10
M

Muir Anchoring Systems

6/10
M

MulchXpress

6/10
H

https://www.mulgravemotors.com.au/

6/10
S

Service Unlimited, Inc.

6/10
M

Multidrive Parts Australia | 4WD Accessories Tamworth Testimonial IconPhone IconLocation IconSuitcase Icon

6/10
M

Multidrive Technology

6/10
L

LaFontaine Chrysler Dodge Jeep Ram Lansing

6/10
M

Murgon Mitsubishi

6/10
S

Steer Well Auto

6/10
A

Auto Parts Store in Murgon | Murgon Auto Parts & Outdoors Quote IconPhone IconPin Icon

6/10
F

Framework

6/10
M

Murray Bridge Hyundai

6/10
M

Murray Engineering

6/10
M

Murray Bridge Toyota

6/10
M

Murraylands Mazda

6/10
M

Murray Valley Engineering & Marine

6/10
G

GMC Dealership

6/10
M

Museum of Fire

6/10
M

MWR Air Filters Aus

6/10
M

MW USA Imports

6/10
M

MXR MOTORSPORTS AUSTRALIA

6/10
B

BERASTOGEL ~ Ttca Knoxville Program Bagi Pengguna Toto Macau Juniors

6/10
A

Altus

6/10
M

My Auto Supplies

6/10
A

Australian Vehicle Accessories

6/10
J

Jim Coleman INFINITI of Bethesda

6/10
M

My Car Choice

6/10
C

Car Hire & Rental Melbourne | Rent to Own Cars

6/10
L

Lennock Mitsubishi

6/10
S

Sattlerei königherz - Raum Stuttgart und Ludwigsburg - Autosattlerei für höchsten Anspruch

6/10
C

Custom Motorcycle Racing Suits

6/10
T

The Doctor Services

6/10
M

My Mechanic QLD

6/10
M

Mr Mechanical

6/10
M

My Motors

6/10
B

BUAYA138

6/10
M

My Promo Shop

6/10
M

My Taxi Services

6/10
M

MyTPMS Automate Sensors

6/10
G

Gauge Shop

6/10
N

Namoi Valley Mitsubishi

6/10
N

New and Used Car Dealer

6/10
M

mysite

6/10
N

Narva

6/10
N

Nash Street Mechanical

6/10
T

Tire Shop Calgary | Tire Sales and Installation | KMJ TIRE

6/10
N

National Capital Kia

6/10
N

National Capital GWM

6/10
N

National Capital GWM

6/10
N

National Capital Mitsubishi

6/10
N

National Capital Nissan

6/10
N

National Capital Hyundai

6/10
N

National Capital Suzuki

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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