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.

521,647
Brands Scored
3.8/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 521,647 Automotive Brands

AI-Ready8-10
<1%
105
Getting There6-7
6%
29,071
Needs Work4-5
55%
285,359
Not Discoverable0-3
40%
207,112

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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521,647 brands scored - page 70 of 5,217

A

Accés Vertical Grup

6.3/10
K

KEYGEM

6.3/10
R

racing aspirations

6.3/10
T

The Good Newsroom

6.3/10
M

Mike Johnson’s Hickory Toyota

6.3/10
S

SetPoint Medical

6.3/10
K

Kushley, LLC

6.3/10
B

Bronco Nation

6.3/10
C

Cannon

6.3/10
A

AUTO.RIA

6.3/10
R

Road Safety Toolkit

6.3/10
I

Inici

6.3/10
S

Snabb

6.3/10
P

Persil® Laundry Detergents

6.3/10
S

SmartSites

6.3/10
M

MeaningIn.com

6.3/10
W

Wasmer

6.3/10
K

Keyloop

6.3/10
M

Movist

6.3/10
V

Valvoline Oil Change US Directory

6.3/10
S

ScorpionTrack

6.3/10
V

Vignetim

6.3/10
5

5kcarcare.com

6.3/10
T

Tamalaki - Mobile Game Publisher

6.3/10
C

chocolate-hummingbird-401873.hostingersite.com

6.3/10
M

Mikareno

6.3/10
C

Car AI

6.3/10
A

Atlanta Car Care

6.3/10
S

Shawmut Corporation

6.3/10
S

San Diego Automotive Museum

6.3/10
W

We Can Fix That! | Main

6.3/10
L

London Gateway

6.3/10
Q

QC Capital

6.3/10
L

LightRx

6.3/10
W

Welding Alloys

6.3/10
O

Off Road Place

6.3/10
W

Wisible

6.3/10
S

StudioRed

6.3/10
T

Threye

6.3/10
A

Auto Repair, Collision Repair, Towing & Fuel

6.3/10
M

max4gps

6.3/10
B

Bearing Supplier

6.3/10
T

Talent.com

6.3/10
T

Texmo Blank

6.3/10
K

KMT Waterjet

6.3/10
V

Verifacto

6.3/10
C

CristCDL.com

6.3/10
R

Revolt Electric Bikes

6.3/10
R

rikki.io

6.3/10
T

TotalEnergies Srbija

6.3/10
T

Topcena-autodelovi

6.3/10
C

COOP by Ryder

6.3/10
R

Rumba y Guateque

6.3/10
M

Mentor Mentee: Tech Proficiency Platform

6.3/10
B

Block Blast - Play Online

6.3/10
C

Cata Black Car | Black Car Service in Miami Florida

6.3/10
A

Auctions Eau Claire, WI

6.3/10
T

Topaz Detailing

6.3/10
V

ValChoice

6.3/10
S

Smart Material

6.3/10
E

eCommerce PPC Agency for Large Catalog Brands & Retailers

6.3/10
G

gordexola.net

6.3/10
W

Webmonster Projects

6.3/10
B

Browser Capabilities Project

6.3/10
M

Motorious

6.3/10
K

Kathy Wall, Dallas, TX, State Farm® Insurance Agent

6.3/10
W

WW Portal - Global News and Perspectives |

6.3/10
H

Hermitage, PA

6.3/10
B

Best Buy Automotive EquipmentSearchAccountReview Your CartIcon Arrow DownIcon Arrow UpIcon User AccountWish ListReview Your CartIcon LineIcon Arrow DownIcon arrow leftIcon arrow leftIcon arrow leftIcon arrow leftIcon arrow leftIcon arrow leftIcon arrow leftIcon arrow leftIcon arrow leftIcon arrow leftCloseCloseCloseAccountWish ListPhone:Close

6.3/10
G

Giovanni l'artigiano

6.3/10
C

C&M OIL CO.

6.3/10
T

Toyoland

6.3/10
S

Sadi Carnot's Legacy

6.3/10
B

Blast Mainnet Network Explorer

6.3/10
W

Wheelers Insurance -

6.3/10
К

Квиток в Америку

6.3/10
U

UGears USA

6.3/10
P

Professional Coffee Bean Roasting and Processing Equipment

6.3/10
B

Blast Testnet Network Explorer

6.3/10
P

POLYCHEM

6.3/10
D

Discover Sedric

6.3/10
W

What's new

6.3/10
J

Joshua Wise's domain

6.3/10
N

Nuxt Color Mode

6.3/10
G

GGPO

6.3/10
S

soupault

6.3/10
W

Warrenton Toyota

6.3/10
L

Las Vegas's Best Exotic and Luxury Car Rentals

6.3/10
T

Toto

6.3/10
V

VitriCristales | Placas de reconocimiento en vidrio, madera y acrílico.

6.3/10
H

Home, Auto Insurance & More in MI | Katie Tobias – State Farm®

6.3/10
S

State Farm Insurance Agent Josh London in Leland NC

6.3/10
T

TRAINFES - Rehabilitación neurológica con tecnología

6.3/10
M

MI Auto & Home Insurance Agent Sara Lahti - State Farm®

6.3/10
S

Save Time. Save Money. Save Max!

6.3/10
S

Sports Auto Moto

6.3/10
N

New Bern NC State Farm Insurance Agent Tom Gingrich

6.3/10
F

Fairfax Tow Truck

6.3/10
S

Scott's Auto

6.3/10
A

Auto Repair in Kent, WA

6.3/10
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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 3.8/10 means for automotive brands

The average Automotive brand we've scored sits at 3.8/10. 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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