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 45 of 7,355

E

Electronic Components Distributor and Supplier

6.6/10
R

RealFlight RC Flight Simulator Software and Accessories

6.6/10
U

USA TrackBusway

6.6/10
T

The Next Avenue

6.6/10
N

Nicolas Salagnac - Graveur médailleur | Transmission du savoir-faire de graveur médailleur MOF

6.6/10
F

First Choice Cars

6.6/10
C

Caterpillar Cross Stitch

6.6/10
T

Tate Accident Law

6.6/10
N

NC Voices

6.6/10
T

Truck Repair Expert

6.6/10
Z

Zahrat Al Madina Printing

6.6/10
F

Futurite Agencia de Marketing Digital en Monterrey con servicios de: Redes Sociales, SEO, AdWords, campañas de publicidad

6.6/10
E

Elite Auto Gear

6.6/10
T

The Minibus Centre

6.6/10
D

DBK Group | Corporate

6.6/10
B

Bansal Wire Industries |

6.6/10
A

ADRO US

6.6/10
G

Groupe Touchette

6.6/10
T

The Advocates

6.6/10
K

Kia Dealership in Bridgeport WV

6.6/10
F

Free Global Classified Ads Submission

6.6/10
B

Balaton Park Circuit

6.6/10
C

Canal 21 Ebre

6.6/10
B

BH bikes

6.6/10
J

Jarlette Health Services

6.6/10
L

Lithium Rhino

6.6/10
T

Trackershop

6.6/10
C

Chelsea Truck Company

6.6/10
A

Atowak

6.6/10
F

FarEastFlora.com

6.6/10
U

Unlimited Mileage Rental Car & Debit Card Car Hire in South Africa

6.6/10
R

Re-Play

6.6/10
R

Raffaele Marciello Official Site

6.6/10
T

Turbosmart USA

6.6/10
J

Joseph J. Perrini, III | Long Island Personal Injury Lawyer

6.6/10
W

What Allergy

6.6/10
T

The Online Pen Company

6.6/10
C

Canauxrama : Croisières Canal Saint Martin et Seine à Paris

6.6/10
S

SGT Auto Transport

6.6/10
M

Materiel-velo.com

6.6/10
N

Napier Outdoors

6.6/10
C

Classi4U

6.6/10
B

BenchApp

6.6/10
S

SnoozeShadeUSA

6.6/10
I

Inovatec Machinery - China Professional Vibratory Finishing Machine & Tumbling Media Manufacturer & Supplier

6.6/10
D

DDPCHAIN

6.6/10
S

Sundial Locksmith

6.6/10
Z

Zurich Kotak General Insurance

6.6/10
N

NCK Car Rental Dubai

6.6/10
4

4x4electric

6.6/10
A

AFAGA · Alzheimer

6.6/10
S

Spinny

6.6/10
B

Billetworkz

6.6/10
D

Dine Alone Records

6.6/10
R

Rent a Car in Dubai

6.6/10
E

Electrify Bike

6.6/10
S

SEALIGHT

6.6/10
I

Insurantly – Compare Auto Insurance Online With Top Rated Companies

6.6/10
V

Vergelijkdirect.com

6.6/10
B

Bianchet | Swiss Fine Watches

6.6/10
L

Linky Innovation

6.6/10
C

Car Revs Daily

6.6/10
E

EL GRIFO

6.6/10
R

rephr

6.6/10
F

FabricAir

6.6/10
H

HomeFitnessCode - United Kingdom

6.6/10
P

PB TAILS

6.6/10
B

BAUCOR® USA

6.6/10
S

SnoozeShade UK

6.6/10
C

CER Réseau

6.6/10
V

VIP Auto Accessories

6.6/10
L

Las Vegas Charter

6.6/10
G

Genasys Technologies

6.6/10
C

Car Audio Security

6.6/10
D

Dingli AWP India (SAARC) — Aerial Work Platforms

6.6/10
J

Jornal Razão

6.6/10
R

RapidEfficient

6.6/10
G

Grewal Transport Service

6.6/10
S

Silver Seven

6.6/10
D

Detroit Style Pizza Co.

6.6/10
C

CMB

6.6/10
B

BASENOR

6.6/10
C

Cloud 9 Tint Studio and Auto Spa

6.6/10
O

Old Orchard Nissan

6.6/10
T

Tyco Collectors

6.6/10
L

Leral.net - Sénégal

6.6/10
B

Best PPF Brand in India for Car Paint Protection

6.6/10
A

aroundsquare

6.6/10
V

Vukajlija.com

6.6/10
A

Abhi Fine Products

6.6/10
L

Librer�a Lemus.

6.6/10
L

Loot Audio

6.6/10
T

Twitch Stats and Analytics

6.6/10
A

Ace Lifts - Lift Maintenance Cheshire

6.6/10
G

Genuine OEM Mopar Parts and Accessories Online

6.6/10
X

Xporty

6.6/10
D

DSPTCH

6.6/10
G

Getzner Werkstoffe

6.6/10
H

Holding Tow Cars

6.6/10
P

Présence Africaine Editions

6.6/10
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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 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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