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.

36,223
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 36,223 Automotive Brands

AI-Ready8-10
<1%
215
Getting There6-7
22%
8,138
Needs Work4-5
66%
23,966
Not Discoverable0-3
11%
3,904

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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36,223 brands scored - page 269 of 363

H

https://www.eliteautos.com.au/

4/10
H

https://www.eliteautomotivegroup.com.au/

4/10
E

EliteBrake & Mechanical

4/10
E

Elite Corp Cars

4/10
E

Elite Steam Cleaning & Upholstery

4/10
B

Baic Motor Moldova

4/10
E

Elko Performance

4/10
L

Long Motor Corporation

4/10
E

Elliot Aircondiioning Controls

4/10
E

Elliott Engineering

4/10
E

Ellis Air

4/10
T

The Cheek Family of Alleghany County, North Carolina

4/10
R

Rijschool Topper

4/10
E

English

4/10
M

Mdurango

4/10
E

ELS Mechanical

4/10
R

Renn Kirby Frederick

4/10
M

Museo Taruffi

4/10
E

EMD Automotive

4/10
E

Empire Travel Group

4/10
E

EMT OMEC Motors

4/10
G

Gray Tools: Canada's Premium Hand Tool Brand Since 1912

4/10
P

Port Macquarie and The Mid

4/10
E

Enertel

4/10
E

engadine |

4/10
E

EngAnalysis

4/10
E

Engine Engineering

4/10
E

Engine Action International |

4/10
E

Engineering Jobs in Australia - Engineeringjobs.com.au

4/10
H

Home | Hay Motor Cycle & Marine - Engine Hub

4/10
E

Engine Engineering Services

4/10
D

Default page

4/10
A

AVI Auto Sales Inc

4/10
T

Tasmanian Website Design and Development

4/10
E

Enoggera Locksmiths

4/10
.

.: HVAC Drafting

4/10
E

Ensign Services

4/10
E

Entire

4/10
W

Welcome to Entracon

4/10
S

Seaports Niedersachsen

4/10
E

Envirolec PTY LTD

4/10
E

Envirotune

4/10
E

Enzo’s Auto Service | Enzo's Auto Service utilise original genuine auto parts and approved lubricants, as well as original equipment manufactured (OEM) parts and accessories. With factory service schedules and proceedures German Auto also ensure that your vehicle or warranty, is not compromised.

4/10
E

Epping Locksmiths

4/10
E

Epping Auto Plus: Car Mechanics

4/10
E

Erebus Garage

4/10
A

Autozentrum Beilstein - Gebrauchtwagen und Neufahrzeuge

4/10
X

Xcite

4/10
E

Escape Motorcycles Mobile

4/10
T

The Wheel Group

4/10
W

Window frosting | Signwriter Mornington , Frankston, Hastings, Portsea, Rosebud | Essenjay Signs

4/10
E

Engineering Solutions Tasmania

4/10
E

Eternity Counselling - Counselling service in Forster-Tuncurry, NSW

4/10
P

Paul Geudon

4/10
P

Protectma

4/10
P

Porsche Mechanic Sydney, Mercedes, Audi, VW or BMW Repairs

4/10
E

Euro Car Parts Australia

4/10
E

Eurogarage

4/10
E

European Car Service and Repairs by BMV Automotive an Independent European Car Repairs Workshop

4/10
E

European Prestige Car Sales

4/10
E

ETBP

4/10
E

Euro Revolution

4/10
E

Eurotek Automotive

4/10
E

Eurotune

4/10
C

Custom Car Mats

4/10
E

EVCarMarket

4/10
E

EV Charge Card

4/10
E

Everest Auto Workshop

4/10
D

Default page

4/10
E

Everything Yarrabilba

4/10
A

Asset 1Phone

4/10
E

EV Lease Australia

4/10
I

In memory of Charles Edmond Sullivan

4/10
E

Evolv Building Technologies

4/10
E

EVSure

4/10
E

ExchangeClassifieds.com.au

4/10
X

Xcite

4/10
E

Exclusive Garage Doors & Gates

4/10
W

Window Tinting Sydney & Paint Protection | Exclusive Tint Sydney

4/10
B

Book Maxi Taxi

4/10
E

Exedy

4/10
G

Great Ocean Road and 12 Apostles, Australia | Tourism Information | Tourist Information | Great Ocean Road Drive Itinerary Planning, Camping and Accommodation Guide.

4/10
E

Express Car Removal

4/10
E

Express

4/10
E

EXTREME BODY REPAIRS

4/10
E

Extreme 4x4 Automotive

4/10
E

Extreme Auto Installations

4/10
E

Extreme Clean Car Wash

4/10
F

Fair Dinkum Builds Sale

4/10
F

Fairway Motor Traders

4/10
C

Continental Auto Sales

4/10
D

Denver Auto Company

4/10
F

Frontline Auto Brokers

4/10
N

Nick Abraham Auto Mall

4/10
U

Used Car

4/10
F

Fast Old and used car buyers

4/10
F

FATTY'S GARAGE

4/10
F

Fauto Financial Services

4/10
L

Linköpings Flygklubb

4/10
F

Favero Motors Mechanical Workshop Stanthorpe

4/10
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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 4.7/10 means for automotive brands

The average Automotive brand we've scored sits at 4.7/10. 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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