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 55 of 386

M

minxmoto

6/10
M

Missionary To Madame

6/10
P

Polaris Protocol

6/10
M

Mitcham Cash for Cars

6/10
M

Mitchellbatteries

6/10
M

mittagongwarehousing

6/10
M

MJM Upholstery

6/10
E

Eagle River Chevrolet Dealer in Eagle River WI

6/10
M

MK1 Motorcycles

6/10
M

MKM Building Group

6/10
M

MKM Signs

6/10
M

M-Kube

6/10
M

MM Carz

6/10
N

New & Used Car Sales Moorooka, QLD

6/10
M

Modern Motor Trimmers ISRI Shop

6/10
M

Mobile Mechanic Near Me

6/10
M

Mobile Audio Concepts

6/10
M

Mobile Autowerks

6/10
M

mobileautomotive

6/10
M

MobileAutoRepairsSydney

6/10
D

Dirt Busters

6/10
M

Mobile Car Air Conditioning Brisbane

6/10
M

Mobile Ceramic Coatings

6/10
M

Mobile Home Car Services

6/10
M

Mobile Marine Mechanic | Bribie Island, Sunshine Coast & Noosa

6/10
W

www.mobilemec.com.au

6/10
C

Chicagoland & Northwest Indiana Oil Change & Auto Repair Centers

6/10
T

Tasmanian Mobile Locksmith

6/10
M

Mobile Mechanic Penrith

6/10
L

Lucio's Mobile Car & Truck Smash Repairs

6/10
M

Mobile Sandblasting Melbourne - Your mobile sandblasting partners of Melbourne! No job too large or small!

6/10
M

Mobile Truck Wash

6/10
M

Mobile Tyre Melbourne

6/10
M

Mobile Vehicle Inspections

6/10
M

Mobile Weight Check

6/10
M

MOBI-LITE

6/10
M

Mobility in Motion

6/10
M

Model Matters

6/10
M

Mod. Vintage

6/10
C

Cummins-Wagner

6/10
M

Momentum Auto Detailing

6/10
M

Monarch General Engineering

6/10
M

Monash Windscreens

6/10
L

Lisabel

6/10
M

Monsta Kicks & Co.

6/10
M

Monster 4x4 Auto Accessories

6/10
C

Construction Labour Hire Sydney | Reliable Site-Ready Workers

6/10
M

Moocar

6/10
M

Moorabbin Batteries

6/10
M

Moore Mowing & Turf Maintenance - Commercial & Scale Mowing & Turf Maintenance Specialists

6/10
M

moorestyle

6/10
M

mooresauto

6/10
M

Moorooka Isuzu UTE

6/10
M

Moorooka Suzuki

6/10
M

Moree Nissan Home

6/10
M

Moreton Bay Suzuki

6/10
M

Moreton Bay Ford

6/10
M

Mechanic in Morisset | Morisset Automotive Phone IconMechanic IconWarranty IconCar Diagnostics IconCheck IconCheck IconPhone IconMap Icon

6/10
M

Morley Ford

6/10
M

Morley Mitsubishi

6/10
M

Morley Tyres

6/10
M

Mornington Automotive Specialists

6/10
M

Mornington Mazda

6/10
E

Edig

6/10
M

Morrow Hyundai

6/10
M

Moruya GWM

6/10
M

Moruya Nissan

6/10
J

Jasmine and Will

6/10
M

Mosman Locksmiths

6/10
M

Motoblast

6/10
M

Moto Explorer

6/10
M

Motocaddy Australia

6/10
M

Motologic

6/10
M

motoplus

6/10
M

Motomuck Australia

6/10
M

MotorActive

6/10
M

Motorbiked

6/10
M

Motorama MG

6/10
M

Motor Components

6/10
M

Motorcity Bodyworks

6/10
D

Discount Motorcycle Wreckers

6/10
M

MOBILE MOTORCYCLE MECHANIC SYDNEY

6/10
M

Motorbike Service Centre - #1 Motorbike Service Centre In Victoria

6/10
M

Motorbike Wreckers Perth

6/10
M

Motorcycle Transport Melbourne

6/10
M

Motorcycle Wreckers Sydney

6/10
M

Motorbike Wreckers Melbourne

6/10
M

Motorbike Wreckers Adelaide

6/10
M

Motorbike Wreckers Brisbane

6/10
M

Motorcycle Wreckers NSW

6/10
P

Premium Transtecno Worm gearbox Distributor in Australia

6/10
M

motorholics

6/10
W

Windscreen Replacement & Repair | Motor Glass

6/10
M

Motor Hospital - We tell you what you need to know not what you want to hear

6/10
M

Motorious Performance

6/10
G

Golf Buggies Perth WA, Golf Carts Perth, Motorised Golf Cars Western Australia, Electric Buggy Cart Perth, Turf Utility Vehicles

6/10
W

www.motormatcher.com.au

6/10
M

MotorMech

6/10
M

Motorsport Batteries

6/10
M

Motorsport Superstore

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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