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.

39,169
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 39,169 Automotive Brands

AI-Ready8-10
<1%
188
Getting There6-7
19%
7,602
Needs Work4-5
63%
24,871
Not Discoverable0-3
17%
6,508

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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39,169 brands scored - page 59 of 392

S

Simple Auto DFW -

6/10
T

The Aurora

6/10
C

Car Garage in Peacehaven

6/10
D

Derrick Corporation

6/10
F

Family

6/10
U

UK Fuels

6/10
L

Locksmith Empire - Mobile Locksmith Services

6/10
P

PUMA33

6/10
T

Tollab

6/10
P

Product Stewardship Institute

6/10
A

Acton Service Centre

6/10
O

Odebolt Chevrolet Dealer in Odebolt IA

6/10
N

NEXVISION

6/10
T

ThemeForest

6/10
H

Hyboo Bike

6/10
T

Tinley Park Chevrolet Dealer in Tinley Park IL

6/10
G

GARAGE CURRENT ็›ด่ฒฉใ‚ปใƒณใ‚ฟ - ่ฒทๅ–ใ—ใŸใฐใ‹ใ‚Šใฎๆ–ฐ้ฎฎใชๆ—ง่ปŠใ‚’ใใฎใพใพใŠๅฑŠใ‘

6/10
P

PBAB

6/10
T

The Woolen Rabbit

6/10
C

Collision Center | Mike Calvert

6/10
T

Theorie.nl

6/10
S

Storage Centre Pte Ltd

6/10
N

Nolan Family Insurance

6/10
M

Master Service

6/10
O

Opelika Chevrolet Dealer in Opelika, AL

6/10
A

Apple Insurance of South Haven, Inc.

6/10
A

Allmatiz

6/10
A

Adirondack Energy

6/10
C

CAL-ON EV

6/10
T

The CO2 Company

6/10
A

AutoXcel

6/10
H

Hangar 22 Coffee Roasters

6/10
O

OMACUAN

6/10
A

AVNIER

6/10
T

The Historic Wolf Creek Inn

6/10
L

L'Espace du Couple

6/10
S

Scott J. Corwin, A Professional Law Corporation

6/10
A

autosportcatalog.com

6/10
A

Aristipp

6/10
D

Direct Van Hire RD - Your local van experts. Offering long and short term hire.

6/10
T

TESLATOTO

6/10
U

Uptodown

6/10
C

Corpus Christi Chevrolet Dealer in Corpus Christi TX

6/10
G

Grand Blanc Nissan in Grand Blanc, Michigan

6/10
Q

QQWIN4D

6/10
M

meridian-air-con

6/10
G

Garage Door Repair Houston

6/10
D

da rosa restaurant รฉpicerie

6/10
N

New & Used Nissan Dealership

6/10
E

EMS Technology

6/10
W

www.davincimobility.com

6/10
I

Internetโ€ฏRoadtrip: Voteโ€‘Driven Adventure in Street ViewGame Controller IconChat Bubble IconGlobe Navigation IconDiscord CommunityReddit CommunityTwitter/X Community

6/10
G

GlammedNaturallyOil

6/10
F

Fox Ann Arbor Nissan

6/10
V

Vault

6/10
S

Shop Genesis Luxury Cars in Lakeland, FL

6/10
A

Autoquip

6/10
U

Used Auto Parts & Junk Cars for Sale

6/10
F

Firewood

6/10
L

LIBRA168

6/10
P

PEZAG AG |

6/10
#

#1 Ranked Locksmith in Southern Maine

6/10
C

CML Distribution

6/10
G

GCC Facilities Management Ltd

6/10
B

Bajaj Steel Industries LTD

6/10
E

Edu Prado Sounds

6/10
S

Samkrg Pistons & Rings

6/10
S

Supreme Facility Management Limited

6/10
J

Joseph Nguyen

6/10
M

Marc Motors Nissan

6/10
A

Auburn's Best Limo Service| Game Day & Airport Transfers | Auburn Black Cars A silhouette of a telephone on a white background.A black map pin with a hole in the middle on a white background.A black silhouette of a telephone on a white background.A black and white drawing of a clock on a white background.A black and white drawing of two cars driving in traffic.A black and white drawing of a man in a hat and tie holding a car.A black and white drawing of an airplane flying in the sky.A black and white drawing of a football on a white background.A black and white drawing of three keys on a white background.A black and white drawing of a microphone with a cord attached to it.A black and white drawing of an airplane flying in the sky.A black and white drawing of a football on a white background.A black and white drawing of three keys on a white background.A black and white drawing of a microphone with a cord attached to it.A black silhouette of a person with two circles on a white background.A black suitcase with wheels and a handle on a white background.A black silhouette of a person with two circles on a white background.A black suitcase with wheels and a handle on a white background.A black silhouette of a person with two circles on a white background.A black silhouette of a person with two circles on a white background.A black suitcase with wheels and a handle on a white background.Clock showing the time is 4:00.Two cars side by side in black outline.A person wearing a cap and tie stands in front of a car.

6/10
T

Tactile Knife Co.

6/10
M

MN Auto & Home Insurance Agent Teresa Holwerda - State Farmยฎ

6/10
A

Astute Web Group

6/10
N

New Tires in Knoxville

6/10
A

Anaislab

6/10
P

PANENSLOT77

6/10
T

Tires 2 Go - Mobile Tire and Wheel Shop

6/10
R

Revereit

6/10
S

Stuart, FL Nissan Dealer in Stuart FL

6/10
S

Schomburg Insurance Agency

6/10
T

The Locksmith Guy

6/10
A

Autochthonous Hawai'i

6/10
A

All Magic Paint & Body

6/10
I

INFINITI Car Dealer in Raleigh, NC

6/10
A

ATO Autosports

6/10
O

One of One San Diego

6/10
H

H2O Car Valeting

6/10
์˜ค

์˜คํ† ์นด์ง€ (Autocarz)

6/10
B

BOS5000

6/10
B

Bushman Panoramic

6/10
S

Subaru Dealership in Salem

6/10
M

Medication Management Partners

6/10
Z

ZigWheels.com

6/10
P

Porsche Bank

6/10
F

Flapper

6/10
S

Seety

6/10
R

Reserve Airport Parking at the Lowest Rates

6/10
U

Used car buy and sell in Malaysia

6/10
S

Simplify Your EV Charging

6/10
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Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands โ†’

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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