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.

39,380
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 39,380 Automotive Brands

AI-Ready8-10
<1%
190
Getting There6-7
19%
7,643
Needs Work4-5
64%
25,015
Not Discoverable0-3
17%
6,532

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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39,380 brands scored - page 63 of 394

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
O

Optimum Air

6/10
O

Optimum Transport

6/10
O

Offroad Animal Carrum Downs

6/10
E

Exclusive Wheels Tyres & Mechanical - Orange Auto Service

6/10
O

Orange GWM

6/10
O

Orange GWM

6/10
O

Orange Holden

6/10
O

Orange Honda

6/10
O

Orange Nissan

6/10
O

Orange Mitsubishi

6/10
O

Orange Subaru

6/10
O

Orange Toyota

6/10
O

Orange Volkswagen

6/10
O

OR Design

6/10
O

Organic Air Con Cleaning

6/10
C

Car Locksmith Perth

6/10
C

Cuadre.io — Software de Conciliación Bancaria

6/10
O

Osborne Park GWM

6/10
O

Osborne Park Isuzu UTE

6/10
O

Osborne Park Suzuki Australia

6/10
L

Look & See with Oscar Wylee. Glasses, Sunglasses and Optometrists

6/10
M

Muffler Shop in Noosa | Otto’s Mufflers Phone IconExperience IconOwned IconTrusted IconCheck IconCheck IconPhone IconMap IconEmail Iconemail

6/10
T

The Outdoor Decor Company

6/10
O

Outscapes

6/10
E

Equipment Hire SydneyBrisbaneMelbourne

6/10
O

Outsiders RC

6/10
L

Locksmiths

6/10
O

Outback Vehicle Recovery

6/10
O

Owen Toyota

6/10
L

LayerShot X

6/10
O

Oxley wheels and tyres

6/10
O

Oz Automation

6/10
O

OZ Electric Vehicles

6/10
O

Oz General Store

6/10
O

OZ Graphics -

6/10
O

Ozi Cash for Cars Brisbane Up To $9,999 Plus Free Car Removal

6/10
O

OzInteriorByDesignMB

6/10
F

Faceit Forecast

6/10
O

Ozroofracks Ozroofracks

6/10
W

Window Tinting Sydney - Oztint

6/10
O

OzWIDE Engine Parts

6/10
O

Ozwreck

6/10
P

Pacific Auto Centre

6/10
P

Pacfic Hyundai

6/10
P

Pacific Fuel Solutions

6/10
P

Pacific Kitchen Life

6/10
P

Pacific Mitsubishi

6/10
P

Packard Automotive

6/10
P

Paintmobile

6/10
W

Westlakes Paint & Panel

6/10
P

Paint Protection Perth

6/10
P

Pakenham Accident Repairs

6/10
P

Pakenham Cash For Cars

6/10
E

Electrician Pakenham - Electrician Pakenham | Your trusted Electrician supplier

6/10
P

Pakenham Ford

6/10
P

Pakenhamroadworthy

6/10
P

Pakenham Toyota

6/10
T

TinyFlash

6/10
P

Palomino RV Australia

6/10
P

Panna Cranes

6/10
P

Precision Automotive And Performance

6/10
P

Paradigm Fuels

6/10
P

PARADISE MEDIA

6/10
P

Paradise Mazda

6/10
P

Paradise Mazda

6/10
P

Parkdale Cash for Cars

6/10
P

Parkedin

6/10
B

Best Car Parking Bollards & Locks For Sale In Australia

6/10
P

Parkmore Auto Service -

6/10
P

Parramatta Honda

6/10
P

Parramatta Jeep

6/10
P

Parramatta Smash Repairs

6/10
P

Partnercorp

6/10
P

Partners On Country

6/10
P

Parts City Australia

6/10
B

Ballarat Trailers & Towbars

6/10
A

Australian Rod & Custom Components

6/10
P

PatAsh & Civil Group

6/10
P

Patel Car Rentals

6/10
P

Patnicar Insulation

6/10
P

Patrick Auto Group

6/10
P

Patrol Australia

6/10
N

Nissan Patrol Parts | Genuine Parts For Sale | Melbourne | PatrolDocta

6/10
P

Paul Car Removal

6/10
P

Paul Wakeling Volkswagen

6/10
E

Elite Security Insurance Agency

6/10
T

TricorBraun Australia & New Zealand

6/10
P

Peak Lubricants

6/10
P

Pearce Locksmiths: Residential & Commercial Locksmiths

6/10
P

PearlGem Designs

6/10
P

Pearl Rock Hair Extensions

6/10
P

PEC Australia

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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