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.

37,985
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 37,985 Automotive Brands

AI-Ready8-10
<1%
180
Getting There6-7
19%
7,259
Needs Work4-5
64%
24,141
Not Discoverable0-3
17%
6,405

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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37,985 brands scored - page 50 of 380

K

Karting Addiction Australia

6/10
K

KaruptCustomz

6/10
K

Kashy Australia

6/10
K

Katherine Toyota

6/10
K

Katz-Loo

6/10
K

Kav Candles

6/10
K

Kawanawreckers

6/10
N

Newcastle Website Design and SEO Experts

6/10
K

KAZO TOYS

6/10
K

KBC Plumbing

6/10
A

Auto Mobile Detailing

6/10
K

Kedron Car Centre

6/10
K

Keema Nissan

6/10
K

Keepin Cool Auto Air

6/10
A

Auto, Car, Business, Life, Health Insurance in Peachtree City Georgia

6/10
K

Kendon Auto Electrical

6/10
K

Kenlow

6/10
K

Ken Mills Toyota Rural

6/10
K

Ken Mills Isuzu UTE

6/10
G

GMSV: New Chevrolet and GMC Cars For Sale in Australia

6/10
S

Suttons Kenworth DAF

6/10
K

Kenworth DAF Melbourne

6/10
S

SVG Nord

6/10
K

Keoghs Vision

6/10
D

Don Anderson Haulage

6/10
K

Kete Spare Parts Australia

6/10
K

Kevin Dennis Volkswagen

6/10
K

Kevs Car Keys

6/10
K

Kew Cash for Cars

6/10
K

KeyCAL | ADAS Calibrations

6/10
K

Key Consult

6/10
K

Key Solution Locksmiths

6/10
B

Basbarcelona

6/10
A

Auto, Car, Home, Business, Life Insurance in Ft Walton Beach Florida

6/10
K

Kids Posters Australia

6/10
K

Killa Conversions

6/10
K

Killburn Builders

6/10
K

Kinetica Detailing

6/10
K

King Tony

6/10
D

Driving-Tests.org

6/10
K

Kingaroy Golf Club -

6/10
K

King of The Cheapies

6/10
K

Kingstmusicschool

6/10
T

The Heat Engineering Co.

6/10
K

Kirrawee Automative Services

6/10
K

Kitehaven

6/10
K

Kitset Performance

6/10
K

Kiwi Car Removals

6/10
K

KJH Surf

6/10
E

Elevate Automotive

6/10
K

KL Sood Automotive - Mobile Mechanic Services

6/10
K

KL Diamonds

6/10
K

Kleentek Advanced Cleaning Technologies

6/10
K

KMKite mobility cars

6/10
K

Knight Fabrication

6/10
K

Knockout High Pressure Cleaning

6/10
K

Knox Ford

6/10
G

GarageStore.nl

6/10
K

Knox GWM

6/10
K

Knox Jeep

6/10
K

Knuckle Heads Customs

6/10
H

Home, Auto Insurance & More in IL | Bryan Solis – State Farm®

6/10
K

K O Carpet Cleaning

6/10
K

KO Contracting

6/10
K

Komplete Tuning

6/10
M

My Site

6/10
K

Kool Kulture

6/10
K

kotagroup

6/10
K

Koya Wheels Custom Forged Wheels Australia

6/10
K

KPI: Construction Services

6/10
K

KREAM BODY

6/10
K

Kent Shelford Auto Group | Maryborough

6/10
K

KS Motor Company

6/10
K

KTM Newcastle

6/10
M

Mysites

6/10
K

Kubpower

6/10
K

KW Services

6/10
K

KXKS. Premium Sports, Basketball & Netball Bags

6/10
K

KymCast

6/10
K

KYNDER

6/10
R

R.S. Mowery -

6/10
K

kyushagarage

6/10
L

Lucky Five Motorsport

6/10
L

Label Concepts 3

6/10
I

It's Never Dark Enough

6/10
L

Ladson Renovations

6/10
L

LadyandtheHair

6/10
L

Lady Driver Driving

6/10
L

Lajosi Putters

6/10
L

Lake Press

6/10
I

Isuzu UTE Dealer Caroline Springs, VIC

6/10
L

Lakeside Nissan

6/10
A

Antique Furniture Guide: Timeless Elegance for Your Home

6/10
L

Land Rovers in Mackay | Land Rover Spares Phone IconMenu IconClose IconOwner IconSpecialist IconSkilled Worker IconTime Icon

6/10
L

Landsdale Driving

6/10
A

Aanhangwagendirect

6/10
D

Dr. Lukasz Sempka Podiatrist

6/10
L

Lane Ford

6/10
L

Laneway Supply Co.

6/10
L

LatitudeFencingGates

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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