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.

39,587
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 39,587 Automotive Brands

AI-Ready8-10
<1%
191
Getting There6-7
19%
7,677
Needs Work4-5
64%
25,155
Not Discoverable0-3
17%
6,564

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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39,587 brands scored - page 69 of 396

S

Smits Group Pty

6/10
S

smtmotors.com.au

6/10
S

Snatch Towing

6/10
S

SNC Automotive

6/10
S

Sndelectrics

6/10
S

Snow Foam Australia

6/10
S

Snowmans Panel and Paint

6/10
S

Socials By Nisa

6/10
S

Sofa Rehab

6/10
P

Powerbox Australia

6/10
S

SolArk Electrical

6/10
S

Solar Street Lights Australia

6/10
S

Solar System Australia

6/10
S

Solavis Australia

6/10
S

Solution Car Removals

6/10
A

Avantcar

6/10
A

AJ Alberts Plumbing & Water Conditioning

6/10
S

Southerly Garage Doors

6/10
S

Southern Car Care

6/10
S

Southern Chery

6/10
S

Southern Classic Volkswagen

6/10
S

Southern Cross Car Wash

6/10
2

24/7 Towing & Transport in Mackay | Southern Cross Tilt Trays Phone IconEmail IconPin Icon

6/10
S

Southerndistrictsbmx

6/10
S

Southern Moto

6/10
G

GMSV: New Chevrolet and GMC Cars For Sale in Australia

6/10
S

South Morang

6/10
S

Second Hand Car Dealership

6/10
S

Second Hand Car Dealership & Used Cars for Sale

6/10
S

South Nowra Mitsubishi

6/10
N

Nathan's Site

6/10
M

My Site 1

6/10
S

Southside Suzuki

6/10
S

South West Automotive

6/10
S

South West Isuzu UTE

6/10
S

SPACETEK

6/10
S

Sparco Fashion AU|NZ

6/10
S

Spare Car Removal

6/10
S

SPARKLING STAR™️ DETAILING⭐⭐️⭐

6/10
S

Sparks & Spanners

6/10
S

Spark Plugs Direct

6/10
S

Specialised Prestige Cars

6/10
S

Specialist Tools Australia

6/10
S

Speedhawk

6/10
S

SPEEDUPAUTOPARTS

6/10
Q

Queensland Speedway Spares (QSS)

6/10
S

Speedy Spanners

6/10
B

Buick, GMC Dealership in Lake Orion MI

6/10
S

Spencer Motor Company

6/10
S

Sperling Enterprises

6/10
S

SPITFIRE AUTOSTYLE

6/10
D

Denville Honda Dealer in Denville NJ

6/10
S

surfers paradise limousines

6/10
M

Motorbikes Australia: Reviews, Tips & Guides for Riders

6/10
S

Sydney Performance Motorcycles

6/10
S

spmufflers

6/10
S

SPN Consulting

6/10
S

Sport Sense

6/10
S

Spotted Robin

6/10
S

Spraypainters Warehouse

6/10
C

CIPIT88

6/10
S

Sprue Finders

6/10
S

SPUN

6/10
S

Squadra Corse Racegear

6/10
R

Roofnest

6/10
S

Squirters Carwash - Squirters Car Wash: Get Your Ride Soaked and Sparkling.

6/10
B

Best Smash Repairs Hornsby

6/10
S

Srisri Driving

6/10
S

SRM Maintenance

6/10
B

Burial at Sea - scattering ashes at sea, water burials

6/10
S

Suspension Supplies Australia

6/10
J

JKT8

6/10
H

Heartland KGM Blacktown

6/10
S

S-Sport Racing

6/10
M

Mysite

6/10
H

Hand Car Wash and Detailing

6/10
S

Starpoint Lighting

6/10
S

StarTech Prestige

6/10
S

Start Learning Automotive | Car Sales Training in Brisbane Arrow IconWise Mind IconHelp IconCareful IconDedicaton IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow IconArrow Icon

6/10
B

Buybestgear

6/10
S

Stattoo

6/10
S

Stay Driven AU

6/10
S

Stealstopper

6/10
S

SBAAWIX

6/10
S

Stedmans

6/10
S

Steel Sex Toys |

6/10
S

STEEP TERRAIN MOWING

6/10
S

steering and suspension warehouse

6/10
S

Steering Wheel Wraps

6/10
S

Steinborner Hyundai Barossa

6/10
S

Steinborner Hyundai Clare

6/10
S

stellamobilemechanic

6/10
S

Stemtoy

6/10
S

Step Ahead Paediatrics

6/10
P

Personal Injury Lawyers

6/10
S

stepupautomotive

6/10
S

Sterling Classics

6/10
S

Steve Koulis Smash Repairs

6/10
S

Stevens Mitsubishi

6/10
S

Southwest Motorcycle

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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