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.

37,757
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 37,757 Automotive Brands

AI-Ready8-10
<1%
177
Getting There6-7
19%
7,216
Needs Work4-5
64%
23,983
Not Discoverable0-3
17%
6,381

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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37,757 brands scored - page 38 of 378

E

Elite Mobile Detailing

6/10
K

KINGS128

6/10
F

Fastlane

6/10
L

La Foire Virtuelle

6/10
A

AUTO.MOTO.pt

6/10
B

BurlappCar

6/10
S

Save Time. Save Money. Save Max!

6/10
I

IE Media

6/10
S

Serveur-Minecraft.org

6/10
M

Microwave

6/10
K

Kip Caravans

6/10
C

Charlotte NC State Farm Insurance Agent Todd Younker

6/10
C

CO Auto & Home Insurance Agent Scott Bristol - State Farm®

6/10
G

Get a Car History Check Today

6/10
M

ME Auto & Home Insurance Agent Doug Brockway - State Farm®

6/10
H

Home, Auto Insurance & More in VA | Mike Kuebler – State Farm®

6/10
N

NJ Auto & Home Insurance Agent George Carella - State Farm®

6/10
N

NH Auto & Home Insurance Agent Kevin Hale - State Farm®

6/10
H

Home, Auto Insurance & More in MI | Mike Saum – State Farm®

6/10
O

OH Auto & Home Insurance Agent Stacey Caskey-Coblentz - State Farm®

6/10
A

AL & TN State Farm Auto & Home Insurance, Sonny Batchelor

6/10
N

New Bern NC State Farm Insurance Agent Tom Gingrich

6/10
G

Gear Shop - Rivian

6/10
G

Garage Doors Gold Coast. Sales, Installation & Automation Competitive Pricing IconFamily IconDocument IconExtensive Product IconDocument IconDivider IconSectional Garage Doors IconRoller Garage Doors IconSpecialty Garage Doors IconCommercial Garage Door IconGate IconGarage Door IconTools IconGarage Door Icon

6/10
M

Morrie's Eau Claire Subaru

6/10
K

KAKAKJUDI

6/10
M

Mărturie Athonită

6/10
N

New Cadillac Vehicles and Used Cars for Sale

6/10
A

Auto Showcase of Carol Stream

6/10
D

Dosaze

6/10
D

Diversity in STEMM

6/10
T

TeePublic

6/10
G

Grand Chapitre Francais - French Grand Chapter

6/10
N

NOVOLINE Promotional Products

6/10
A

ASA MORVAN- Rallye d'Autun Sud Morvan - La Chataigne - Rallye d'Autun La Chataîgne

6/10
K

Kavya Management Services

6/10
C

Celulares y Smartphones

6/10
A

Avantgarde Casino 🎖️ Casino Avantgarde 400% Online Bonus up to €/$2,000

6/10
R

RPPL

6/10
C

Caritas Sverige - Caritas

6/10
D

Dongguan Guofeng Manufacture Co., Ltd.

6/10
H

Hornos Farjas

6/10
F

Furmazione

6/10
C

Casas natura

6/10
K

Kyle Meyr

6/10
V

Vintage Modern

6/10
P

Patriotic Insurance Group

6/10
R

Rocket Fortress

6/10
F

Fairfax Tow Truck

6/10
M

Monsolar.com

6/10
I

inmoetxebeste

6/10
K

KOITOTO

6/10
A

Association d'entraide pour victimes de traumatisme crânien - Pour et par des traumatisés crânien "dit léger" qui partagent leur expérience de handicap invisible et publient de nombreux témoignages

6/10
B

Blue River

6/10
C

Citefull

6/10
R

Royal Transportation

6/10
P

Paul's Auto & Collision

6/10
H

Halperin Law Center

6/10
G

Garage Storage in Indianapolis, IN

6/10
L

Lupient Nissan

6/10
2

24 Канал

6/10
S

Scott's Auto

6/10
M

My Port Services India

6/10
A

Auction Finder Australia

6/10
A

audiwreck

6/10
Т

Такси на Кипре

6/10
D

DIESEL HEATER AU FOCUS

6/10
A

Augusta Motor Company

6/10
A

AU House

6/10
A

Auricle Ear Seeds

6/10
A

Auroo

6/10
A

AURUS Australia | Buy Auto Parts & Wiper Blades Online

6/10
B

Baum and Associates

6/10
A

austech

6/10
A

Ausie Sales

6/10
A

ausmech

6/10
A

Ausmec Mobile RWC & Mechanics

6/10
N

New & Used Ford Dealership

6/10
A

Aussie Cash For Cars

6/10
E

Ephrata Ford Dealer in Ephrata PA

6/10
A

Aussie Crates

6/10
G

Grupo Auto Elia

6/10
A

Aussie Lure Buddies

6/10
A

AUSSIEQ BBQ

6/10
A

AussieServiceCentre

6/10
A

Aussie Tonneaus

6/10
A

Aussie Transfer Co

6/10
E

European Car Mechanic Dandenong & Dandenong South

6/10
A

Aussie Water Coolers

6/10
A

Auss Metals Recycling Pty Ltd

6/10
A

Australia's Detailing Group | Mobile Car Detailing

6/10
A

AuSteel Projects

6/10
A

AUSTRALIAN Fastsigns | Signage Signwriters & Car Graphics

6/10
A

Austip Recycling - Sydney’s Leading Skip Bin Hire Services

6/10
A

AIG WELDING MACHINES

6/10
A

Australian Fire

6/10
A

Australianfloorplans

6/10
A

AustralianFuelCells

6/10
A

Australian Garages & Carports

6/10
M

Mietwagen & Autovermietung im Preisvergleich » mietwagen24.de

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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