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.

37,877
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 37,877 Automotive Brands

AI-Ready8-10
<1%
178
Getting There6-7
19%
7,230
Needs Work4-5
64%
24,070
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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37,877 brands scored - page 43 of 379

R

Roseville AutoMaxx

6/10
R

Roseville Hyundai

6/10
A

Ashland Chevrolet Dealer in Shelby OH

6/10
S

Seth Wadley Chevrolet GMC of Pauls Valley

6/10
S

Seth Wadley Chrysler Jeep Dodge RAM of Pauls Valley

6/10
B

Bergstrom Automotive

6/10
K

Kingsport Group Dealer in Kingsport TN

6/10
F

Flow Brackets

6/10
F

Flowerbox Melbourne

6/10
F

FlowTech

6/10
F

Flowtek

6/10
F

FluidKraft

6/10
W

Wye

6/10
F

Fly Fishing Outfitters

6/10
F

FNQ Tropical Plants

6/10
M

Mobile Car Detailing Perth

6/10
F

Foamy Car Care

6/10
F

Fob and Co

6/10
F

FOHP

6/10
F

Foley Logistics

6/10
F

Followyourbliss

6/10
A

Auto Repair in Campbell, CA

6/10
F

Forbes Isuzu UTE

6/10
F

Force 9 Surfboards

6/10
F

Force Accessories

6/10
1

1320 Motorsports

6/10
F

Forcene Engineering

6/10
F

Ford Auto Salvage

6/10
H

Hombres con Estilo

6/10
F

Forge Aluminium

6/10
F

Formula GWM

6/10
F

Fortress Collision Repair ServicesFacebook iconLinkedIn iconInstagram icon

6/10
F

fosko

6/10
F

Fourteen Roads - Civil Construction

6/10
L

LiveWire Electrical

6/10
F

FL Auto & Home Insurance Agent Scott Collins - State Farm®

6/10
F

Fox Autoworks — We go the extra mile so your vehicle can too.

6/10
F

FR8WISE | Strategic Supply Chain & Logistics Solutions

6/10
F

Fragratique

6/10
T

TESCO Bus Sales

6/10
F

Frankies Auto Electrics

6/10
F

frankland-retreat

6/10
F

Frank Nappies

6/10
F

Franks 1 Stop Auto

6/10
F

Franks Automotive |

6/10
F

Frankston GMSV

6/10
F

Frankston Mitsubishi

6/10
F

Frankston Mazda

6/10
F

Frankston Renault

6/10
F

Frankston Toyota

6/10
F

Frankston Subaru

6/10
F

Franks Towbars

6/10
F

Fran's Hydroponics

6/10
F

FREEDOMCOUTURE

6/10
I

impulsion75

6/10
F

Freeway Ford

6/10
F

Fremantle Hydraulics

6/10
F

French Car Care

6/10
F

Fresh Coat Painters PTY LTD - Color your world with creativity!

6/10
M

Mysite

6/10
F

FLC

6/10
F

Freshwater Small Eng

6/10
C

Car Repairs, Mobile Mechanic in Truganina, Cranbourne West, Morwell -

6/10
F

Frontline Trays & Trailers

6/10
C

Chery Ferntree Gully

6/10
F

Ferntree Gully Nissan

6/10
F

FTL Transport

6/10
G

GMSV: New Chevrolet and GMC Cars For Sale in Australia

6/10
N

Nationwide Insurance-Mark Jennings | Car Insurance Salisbury play

6/10
T

Trustway Marketing: Digital Marketing & SEO Agency in Hoover

6/10
B

BiTron Australia

6/10
F

Full Blown Fishing

6/10
F

Fullbore Offroad

6/10
F

FULLY SLICK MOBILE DETAILING

6/10
F

Fume Garage

6/10
F

Fumpa

6/10
L

Lenk

6/10
F

Fusion People Australia - Recruitment For The Built Environment

6/10
F

Fuso Trucks Geraldton

6/10
F

Fuso Trucks and Buses

6/10
D

Daimler Trucks Toowoomba Fuso

6/10
F

Futurail

6/10
F

Future Adventure Auto Electrical

6/10
A

AdventureTec online

6/10
F

Future Shield

6/10
F

FWR Australia

6/10
F

FWR Australia

6/10
J

Jeff Kincaid Insurance

6/10
F

FXH Wheels

6/10
G

G Loc Brakes AUS

6/10
G

Galaxy Auto

6/10
G

Gallant Visual

6/10
G

Galleria Toyota

6/10
G

Galvin Watch Company

6/10
G

Gametraders Seaford

6/10
G

Gamma Duo — Fair car loans for all Aussies

6/10
D

Diesel Mechanic in Tamworth | GA Plant & Automotive Repairs Menu IconPhone IconClose IconBolt IconHandshake IconTruck Repair IconAdvice IconTruck IconCar IconUpgrade Icon

6/10
G

Garage76 Diesel Performance and Automotive

6/10
G

Garage 7

6/10
G

Garage79 Designs

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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