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.

38,125
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 38,125 Automotive Brands

AI-Ready8-10
<1%
181
Getting There6-7
19%
7,289
Needs Work4-5
64%
24,237
Not Discoverable0-3
17%
6,418

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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38,125 brands scored - page 51 of 382

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
E

Enumclaw Chevrolet Dealer in Enumclaw WA

6/10
L

Launceston GWM Haval

6/10
M

Motors Hyundai Launceston

6/10
L

Launceston Mitsubishi

6/10
L

Launch Tech Australia

6/10
L

Lawn.com.au

6/10
U

UT Auto & Home Insurance Agent Shaun Speechly - State Farm®

6/10
L

Lazcor Technologies

6/10
F

Five Dock LDV

6/10
C

Cars For Sale Coffs Harbour

6/10
O

OH Auto & Home Insurance Agent Isaiah Gable - State Farm®

6/10
A

askMID

6/10
L

Lead Run Motorsport

6/10
L

Leah Mitchell Floral

6/10
L

Leardon Chemicals

6/10
L

Leasecorp Australia

6/10
L

Leaselab

6/10
N

NSW Leather

6/10
L

Leatherique Australia

6/10
L

Leatherly AU

6/10
L

Lectroni Tyres & Automotive

6/10
L

Leda Machinery

6/10
A

A G Leech Mitsubishi

6/10
L

Lee's Environmental

6/10
A

AdventureTec online

6/10
L

Legendary Plumbers

6/10
L

Leighton Vans Australia

6/10
L

LeisureRent

6/10
L

LeMans Motors

6/10
L

Lemmons Store

6/10
E

Equipment & Car Finance Gold Coast

6/10
L

Len Hollis Smash Repair Facility

6/10
L

Lennock Motors

6/10
L

Lennock Hyundai

6/10
L

Lennock Jaguar Land Rover

6/10
L

Lennock Mitsubishi

6/10
L

Lennock Nissan

6/10
L

Lennock Skoda

6/10
L

Lennock RAM

6/10
L

Lennock Volkswagen

6/10
L

Lennyco.

6/10
L

Len Voss Automatics

6/10
L

Leo Franco Mitsubishi

6/10
L

Leo Franco Isuzu UTE

6/10
L

Leo Franco Motors

6/10
H

Home

6/10
L

Leongatha Toyota

6/10
L

Leongatha Subaru

6/10
L

Leonie’s Caring

6/10
L

Level Up Roadcraft

6/10
D

Designing & Manufacturing & Engineering Solutions

6/10
G

Giorgio Gnoli - Consulente CRM e Temporary Manager -

6/10
L

Lexart Australia

6/10
L

LEYO MOTORSPORT AU

6/10
L

Liebke Tyres

6/10
J

JM Ceremonies

6/10
L

lifeorganised

6/10
O

OtterBox ANZ

6/10
L

Lightning Shine

6/10
L

LIINII® | ABN 68 624 588 290

6/10
L

Lilydale 4x4 Centre | Lilydale 4x4 Centre

6/10
L

Lilydale GWM

6/10
L

Lilydale Hyundai

6/10
P

Parklands

6/10
L

Limo Hire Melbourne | Hummer Limo Hire | Wedding Car Hire

6/10
L

Limozone — Limo & Stretch Limousine Hire Melbourne

6/10
L

Lincoln Motorcycles

6/10
L

Lindenberg Mitsubishi

6/10
T

Towing Laval

6/10
L

Linear Engineering

6/10
L

Link Resources

6/10
L

Linshi Automobile Pa

6/10
L

Liquid Intelligence - Smart Solutions

6/10
L

Liquimech

6/10
L

LISANG

6/10
E

Enforce Coverage Group

6/10
L

Lismore Car Sales

6/10
R

Rimco Cat®

6/10
L

Lismore Mazda

6/10
L

Lismore Nissan

6/10
L

Lismore MG

6/10
S

Sacred Birth – Midwife in Orlando -

6/10
L

Lithgow Ford

6/10
R

Rummel Insurance Frankenmuth MI - Insuring Your Today, Securing Your Tomorrow

6/10
L

Lithium Essentials

6/10
L

Lithiumax Batteries

6/10
C

Clermont County Equipment

6/10
F

Finnin Ford

6/10
L

Little Renegade Company

6/10
L

Livable Life

6/10
I

Ice Cream Truck

6/10
C

Contract Electrical

6/10
L

Livlor Group

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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