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.

39,482
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 39,482 Automotive Brands

AI-Ready8-10
<1%
190
Getting There6-7
19%
7,663
Needs Work4-5
64%
25,082
Not Discoverable0-3
17%
6,547

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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39,482 brands scored - page 66 of 395

Z

Zenith Racing Solutions

6/10
R

Racing Shocks Australia

6/10
R

Rackless Awning Mount System

6/10
R

Radical Mechanical

6/10
R

Radius Fabrications

6/10
R

RAEF The Label

6/10
R

Ragz Towing

6/10
R

Raklox

6/10
R

Ralph D'Silva Motor Group

6/10
R

Ralph D'Silva Suzuki

6/10
R

Ralph D'Silva Nissan

6/10
R

Ralph D'Silva GWM

6/10
R

Ralph D'Silva GWM

6/10
R

Ralph D'Silva Hyundai

6/10
R

Ralph D’Silva Mahindra

6/10
R

Ralph D'Silva Mitsubishi

6/10
R

Ralph D'Silva Used Cars

6/10
R

RAM Locksmiths

6/10
R

Ram Trucks Australia

6/10
R

Randwick Auto Electrical

6/10
R

Rapley Consulting

6/10
R

RA Ranger

6/10
R

RAT Barrow

6/10
R

ratedrparts

6/10
R

Ravenswood Customs

6/10
R

RB INNOVATIONS Co.

6/10
R

Rolling Bearings West

6/10
R

RC Box Australia

6/10
R

RCD3D

6/10
R

RC High Performance Hobbies

6/10
R

RC MAKER

6/10
R

Read3 Literacy

6/10
R

REALLY GOOD COFFEE

6/10
R

Realm Group

6/10
R

Rear Vision Systems

6/10
R

Rebelt Engineering

6/10
R

Recmar Australia

6/10
C

CE Engineering

6/10
R

Recoverite

6/10
R

Recovery Care Provider

6/10
R

Red Centre Nats

6/10
R

Red Dirt Rentals

6/10
R

Reddy Mechanical

6/10
R

Redeye Constructions

6/10
M

Mazda Dealer of New & Used Vehicles

6/10
R

Redline Service Centre

6/10
R

Redline Performance Tuning - Melbourne

6/10
A

Actualidad Viajes

6/10
R

Refinish Motorsport

6/10
R

Refreshing Memories

6/10
R

Refurbiphones.com.au

6/10
R

Regal Marine - Mercury Outboards, Malibu, Axis

6/10
R

Regency Plastics

6/10
R

REGEN Muscle Health

6/10
R

Remote Pro

6/10
E

exhaust system Performance Exhaust System Upgrade

6/10
C

Car Hire & Rental in Melbourne | Rent-to-Own Cars Available

6/10
R

Rent Buy It

6/10
M

Moving Truck Hire

6/10
R

Rentsure

6/10
R

Repairs on the Run A

6/10
R

Reproduction Wheels

6/10
R

Research Engineering Performance Australia

6/10
R

Restocrete

6/10
F

Fencepac

6/10
R

Reva Commercial

6/10
R

Reveal Underground Services

6/10
R

Revel Saunas

6/10
R

revhigh

6/10
R

Revive Auto Collective

6/10
R

REVs check

6/10
R

Revtek Auto Parts

6/10
R

Rev-Tech Mechanical

6/10
R

RewardingViews -

6/10
S

SE Electric Motors

6/10
R

RHM34

6/10
R

Ribworx

6/10
R

Richards Transport

6/10
R

Richmond Brake and Clutch

6/10
R

Richmond Cash 4 Cars

6/10
R

Ride On Mowers Online

6/10
R

Ride on Toys Kids

6/10
B

Best Rideshare Insurance Melbourne

6/10
R

Riders Choice

6/10
R

Riders Highway

6/10
R

Ride Vision Australia

6/10
R

Ridgeback Service Bodies

6/10
R

Right Price Car Rentals | My WordPress Blog

6/10
R

RiMO Australasia

6/10
R

Ringwood Auto Tech - Ringwood Mechanic

6/10
R

Ringwood GWM

6/10
R

Ringwood Mazda

6/10
R

RISE Distributors - Your leading suppliers for paint and equipment for automotive and industrial applications.

6/10
R

Rite Price Industrial Coatings & Supplies

6/10
R

Rival Contracting

6/10
R

Riverina Ford

6/10
R

Riverland Agri Services

6/10
R

Riverland 4x4 & Outdoor

6/10
R

Riverland Collision Centre

6/10
R

Riverland Ford

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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