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.

735,438
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,438 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,733
Needs Work4-5
53%
387,970
Not Discoverable0-3
42%
309,600

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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735,438 brands scored - page 47 of 7,355

R

Revive Chiropractic

6.6/10
T

Treemendous Tree Care LLC

6.6/10
C

Cargo Trailers New Braunfels, TX | One Stop Truck & Trailer CloseClose

6.6/10
A

AIFA_Aeropuerto Internacional Felipe Angeles

6.6/10
A

Autotrader

6.6/10
D

Druk Green Power Corporation -

6.6/10
G

GERBANGWIN

6.6/10
N

New Image Canopy

6.6/10
R

Roam

6.6/10
M

Mobile Mechanic Pros of Raleigh

6.6/10
I

Iron, Brass, and Bronze Material Distributor and Supplier

6.6/10
P

PCB Assembly, PCB Manufacturing, PCB design - OURPCB

6.6/10
A

Allianz Packers and Movers

6.6/10
D

Digital Marketing Agency for Small Businesses

6.6/10
U

Unicom Teleservices

6.6/10
W

Wagner Reese

6.6/10
M

MARKETCHECK - Automotive Inventory Data | VIN Decoder | Automotive Inventory APIs and Feeds

6.6/10
S

Stairlifts, Ramps & Vehicle Lifts

6.6/10
S

Sutliff & Stout

6.6/10
S

Simeone & Miller, LLP

6.6/10
C

California Personal Injury Lawyers

6.6/10
P

ProBio CDMO

6.6/10
B

Berger and Green Attorneys

6.6/10
S

Shelly Leeke Law Firm

6.6/10
J

JBC Technologies

6.6/10
K

Katazoom

6.6/10
Z

Zarzaur Law, P.A.

6.6/10
P

Philadelphia Personal Injury Lawyers

6.6/10
T

Tire Discounters

6.6/10
T

Tennessee Insurance for Tennessee Life

6.5/10
E

English (AM)

6.5/10
M

Media Decision

6.5/10
A

Auto Moto

6.5/10
A

Auto World Store

6.5/10
A

Acura Newsroom

6.5/10
S

SpotModel

6.5/10
A

An Insurance Company With Heart

6.5/10
S

Sacyr

6.5/10
G

General Steel

6.5/10
H

Hornback

6.5/10
S

Sunbit

6.5/10
L

LA CLIPPERS TEAM STORE

6.5/10
T

TYPE S

6.5/10
K

KTM Twins

6.5/10
R

Roadkill Customs

6.5/10
M

Modern, Vintage, Classic Cars & Supercars For Sale

6.5/10
R

Reliable Secure Web Hosting

6.5/10
A

Avis Used Cars for Sale

6.5/10
H

Home - Delaware Express Blank white image with no visible contentBlack outline of an airplane icon tilted upward on a white backgroundTwo outlined cars, one large foreground car and one smaller car behind it, on a white backgroundBlack line icon of a front

6.5/10
C

Complete Performance

6.5/10
R

Regional Finance

6.5/10
4

4WD Parts, Spares & Upgrades

6.5/10
S

ScottyMakesStuff

6.5/10
T

TenVinilo

6.5/10
R

Repo Finder

6.5/10
N

NY FIGHTS

6.5/10
G

Geek's Room

6.5/10
T

The Credit Pros

6.5/10
B

Botanica Yerberia Humble Amarres de Amor - Psychic Medium Tarot Reading | Botanica Yerberia Humble Amarres de Amor - Psychic Medium Tarot Reading

6.5/10
B

Blurbpoint

6.5/10
C

Crailtap

6.5/10
A

AmtrustFinancial

6.5/10
M

Mini

6.5/10
S

Sacramento Personal Injury Attorneys

6.5/10
E

ExchangeMonitor

6.5/10
A

AMAX Insurance

6.5/10
O

OnlineDrummer.com

6.5/10
A

APEXi USA

6.5/10
D

Dinahosting

6.5/10
S

Skidrow & Reloaded Games

6.5/10
S

Saleen Automotive

6.5/10
D

Detailer's Domain

6.5/10
C

Cheap Custom Lanyards in Bulk from $0.38

6.5/10
S

Stanadyne

6.5/10
I

ISound - Smartphone accessories, audio accessories, speakers and more. icon

6.5/10
E

Eternalperfumeoils

6.5/10
P

Proactive Baby

6.5/10
M

Motorward

6.5/10
A

Auxbeam Lighting

6.5/10
A

actbest

6.5/10
H

Hendrickson

6.5/10
B

Buyersproducts

6.5/10
S

SmartSites

6.5/10
C

Chapman Choice

6.5/10
H

Home Page

6.5/10
H

Haoqiebike.com

6.5/10
B

Block Island Times

6.5/10
I

Iconic Motorbike Auctions

6.5/10
E

Engine Control Modules

6.5/10
H

Hub Group

6.5/10
I

ItemFix

6.5/10
H

Hourcar

6.5/10
E

Elton

6.5/10
G

gigamonkeys

6.5/10
Y

YouMagine

6.5/10
M

Max for Live Community Resource

6.5/10
R

Ruger® Firearms

6.5/10
S

Start your free family research at Genealogy Trails

6.5/10
G

GAZOO Racing

6.5/10
B

Bicycle Guider

6.5/10
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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 3.7/10 means for automotive brands

The average Automotive brand we've scored sits at 3.7/10. 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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