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.

37,895
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 37,895 Automotive Brands

AI-Ready8-10
<1%
178
Getting There6-7
19%
7,234
Needs Work4-5
64%
24,084
Not Discoverable0-3
17%
6,399

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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37,895 brands scored - page 46 of 379

A

Anderson & Sheppard

6/10
G

GSL Fab | Online Orders

6/10
C

Car Mechanic Frankston

6/10
G

GT Towing & Transport

6/10
G

gtautosound

6/10
G

GT Auto Parts

6/10
G

GT Creations -

6/10
L

Lyon

6/10
G

Goldfields Truck Power Iveco

6/10
G

Guardian Master Builders

6/10
G

Gunning Cranes and Transport

6/10
S

SCHEURICH

6/10
M

Megeredchian Law

6/10
G

GuyAndrewsElectrical

6/10
G

Gwandalan Automotive Pty Ltd.

6/10
G

GWM Ryde

6/10
I

Innovative & Exciting SUVs, Utes and EVs

6/10
G

GWorks

6/10
G

Green Building Elements

6/10
I

IkuziDolls

6/10
G

Gympie Ford

6/10
G

Gympie KGM SsangYong

6/10
G

Gympie Isuzu UTE

6/10
G

Gympie Mazda

6/10
H

H2 Hummer Hire Melbourne

6/10
H

Hagstrom Drilling

6/10
H

Haig Park Subaroo

6/10
H

HAINES Mechanical

6/10
H

Halanson

6/10
H

Half Price Parts - Car Parts For Half Price Or Less

6/10
C

Cactus Window Tint | Automotive, Residential & Commercial Window Tinting - Scottsdale, AZ

6/10
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6/10
P

Pro HΓΆytiΓ€inen - Laajempi kuin jΓ€rvi

6/10
H

Hall's Funeral Services -

6/10
H

Hamer 4x4 Australia: Premium Off

6/10
M

M&W Logistics

6/10
H

Hammer Tech

6/10
H

Hammersley

6/10
H

HAMR Coatings

6/10
C

Commercial Transportation & Trucking Insurance - Reliance Partners

6/10
M

My Site

6/10
W

Woven Caskets in Australia

6/10
M

mysite

6/10
H

Hang Logic - Australian ArtiTeq Importer

6/10
H

Hood Auto Performance Products

6/10
H

Happly

6/10
A

Autoankauf – jetzt online Gebrauchtwagen verkaufen

6/10
H

Harlequin Blinds & Security

6/10
H

Harrison Omoda Jaecoo Melton

6/10
H

Harrison Motor Group

6/10
H

HartsAutomotiveServ

6/10
H

Harvey's Mechanical & Welding Services

6/10
H

Haskell Golf

6/10
G

Garden Equipment, Ride on Mowers, Lawn Mowers & Chainsaws

6/10
H

Hastings Automotive

6/10
H

Haulmore

6/10
I

Innovative & Exciting SUVs, Utes and EVs

6/10
H

Haven Productions

6/10
H

Hawk Access

6/10
H

Hawk Building Design

6/10
H

Hawkesbury Motorcycles

6/10
H

Hawkesbury Towing Service

6/10
H

Hawkes Conveyancing

6/10
H

Hawkins Industrial Contracting

6/10
H

Hawkstone Jewellers

6/10
H

Haxs Detailing

6/10
H

Hayes Toyota

6/10
H

Hayman Reese

6/10
H

Hornsby Automotive

6/10
H

HCS VIC

6/10
H

High Density Civil

6/10
L

Locksmith & Security Services

6/10
H

HDR Workshop Solutions

6/10
H

Hydraulic and Diesel Services Brisbane

6/10
H

Healthy Us

6/10
H

Health On Grange Physiotherapy

6/10
R

Restaurante de comida tradicional en CehegΓ­n con El sol

6/10
H

Heartland Jeep Bankstown

6/10
H

heavenlyflowerdesign

6/10
H

Heavy Diesel Specialists | Diesel Engine Repair & Service Hunter Valley

6/10
H

Heavy Maintenance Australia

6/10
H

Heavy Parts

6/10
H

Height Safety Central

6/10
H

Heli Aust Australia

6/10
C

Car Subscription in Sydney from $149pw

6/10
O

One Click Rent a Car Karachi

6/10
B

Braided Lines Australia

6/10
H

HPA

6/10
H

Hensafe Pty Ltd

6/10
H

Herbies Earthmoving - Brisbane Plant Hire

6/10
R

Richard Schwartz & Associates

6/10
H

Hercus

6/10
H

Hervey Bay Kombi

6/10
H

Hey Elbie

6/10
H

HGH Motor Group

6/10
H

HG Used Cars

6/10
H

Hi-Tec Oils

6/10
M

MCDB

6/10
H

Hidden Valley Ford

6/10
H

Hidrive

6/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands β†’

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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