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.

735,283
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,283 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,717
Needs Work4-5
53%
387,865
Not Discoverable0-3
42%
309,566

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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735,283 brands scored - page 49 of 7,353

C

Custom Home Theater Seating and Ergonomic Recliners

6.5/10
S

Search Salaries. Benchmark Compensation & Careers

6.5/10
A

ACERTUS

6.5/10
R

Raybuck Auto Body Parts

6.5/10
T

TorqueCars

6.5/10
B

Bolsa Inmobiliaria, CRM y marketing para inmobiliarias

6.5/10
O

OBDeleven: Car diagnostic tool & OBD2 scanner

6.5/10
L

LeatherSeats.com

6.5/10
D

DealerRefresh Automotive Dealer Forums

6.5/10
R

Romero

6.5/10
K

Konig Wheels USA

6.5/10
A

Autospinn.com

6.5/10
T

thedigitalcourier.com

6.5/10
P

Plugless Power

6.5/10
M

Make Me Modern

6.5/10
W

WP Directory Kit

6.5/10
R

Relentless Collison Repair

6.5/10
A

All Tire Supply

6.5/10
C

CarsWp.com

6.5/10
C

CarTechBooks

6.5/10
B

Bar's Leaks

6.5/10
T

The Psychic Classifieds

6.5/10
T

The Eastern New Mexico News

6.5/10
U

Urable | CRM Software & App for Small Service-Based Businesses

6.5/10
A

Al-Futtaim

6.5/10
N

Nomad, a conta internacional completa: dólar, cartão e investimentos

6.5/10
P

Powder Coating Powder, Colors & Supplies

6.5/10
S

Stationery Pal

6.5/10
S

Shockwarehouse

6.5/10
S

Stone Sentinels

6.5/10
O

One Foot Tsunami by Paul Kafasis

6.5/10
S

Superuser

6.5/10
C

CARCHEX®

6.5/10
W

www.transwest.com

6.5/10
R

Rhatigan Law

6.5/10
F

Fleece Performance Engineering: Diesel Innovation Leaders

6.5/10
T

TengTools

6.5/10
C

Cell Brokerage LLC

6.5/10
G

GoTreads Traction Tools

6.5/10
E

Elmer's Auto Body | Auto Body Repair | Auto Body NJ | Auto Body Shop NJ

6.5/10
P

PackagingSuppliesByMail

6.5/10
S

ShareMyToolbox

6.5/10
C

Commercial Truck Insurance HQ

6.5/10
A

APR Performance

6.5/10
M

Medford Knife & Tool

6.5/10
Q

Quality Carriers

6.5/10
B

Buckley Wynne & Parese

6.5/10
C

Consumer World

6.5/10
O

O'Connor Injury Law

6.5/10
B

Big Door

6.5/10
B

Bull Attorneys

6.5/10
L

Law Firm of Jeremy Rosenthal

6.5/10
A

Automobile Donation Program

6.5/10
D

Dircks Moving and Logistics

6.5/10
D

Disco Elysium

6.5/10
D

DmaxStore

6.5/10
F

Fort Myers SEO Company

6.5/10
D

Doctorindy.com

6.5/10
D

Dodds Garage Door System Inc

6.5/10
D

Dodge Industrial

6.5/10
F

Fusco Orsini & Associates | Trusted Insurance & Advisory Experts Nationwide Black phone handset with a clock icon inside a circle, suggesting call history or scheduled callsOutline of an envelope with a letter, like an email iconBlack line map pin icon over a folded map outlineGroup of five outlined people icons arranged in a clusterCertificate document icon with ribbon seal and checkmark badgeAward badge with check mark icon in black outlineTarget icon with an arrow hitting the bullseye on a white backgroundThree outlined people icons in blackChat bubble with two curved arrows around it, black icon on white backgroundBlack outline thumbs

6.5/10
F

Follovery

6.5/10
F

followcost

6.5/10
C

centralaveauto.com

6.5/10
C

Central Dispatch

6.5/10
A

Autobrains

6.5/10
F

Force Control Industries, Inc.

6.5/10
J

Jukebox le film

6.5/10
F

forexmotors.com

6.5/10
F

Formula DRIFT

6.5/10
G

groas: AI Google Ads Management Trained on $500B in Spend

6.5/10
G

Gordon & Partners

6.5/10
I

Independent Insurance Agency in Walnut Creek, CA

6.5/10
I

Identity Resolution Solutions for Activation & Measurement

6.5/10
C

CGS Premier

6.5/10
J

Junk & Demolition Pros LLC

6.5/10
T

TEAM Wireless

6.5/10
Y

Ybarra Maldonado Law Group | Phoenix Law Firm

6.5/10
T

Torc Robotics

6.5/10
F

Foundation Alloy

6.5/10
M

Mey's Insurance Services

6.5/10
A

AT&T® Internet, Wireless & Home Phone Plans Compared

6.5/10
M

Magnet Auto Lift

6.5/10
B

Bike Calculator

6.5/10
I

intelli.gift

6.5/10
W

WorldDAB

6.5/10
T

The Industry Standard in Fueling Equipment

6.5/10
L

Liberty Rider

6.5/10
L

Lee Precision, Inc.

6.5/10
A

Auto Detailing, Ceramic Coating & PPF in Baltimore, MD A black and white striped pattern with arrows pointing in opposite directions.A black square on a white background.A black square with a white border on a white background.A black square on a white background.A black and white striped pattern with arrows pointing in opposite directions.A black square on a white background.A black and white striped pattern with arrows pointing in opposite directions.A white background with a few lines on itA silhouette of a telephone on a white background.A white background with a few lines on it

6.5/10
D

Dealertrack

6.5/10
I

Inszone Insurance

6.5/10
V

Verspieren

6.5/10
Z

ZWSOFT: Reliable All

6.5/10
S

Santok Group

6.5/10
G

Glydways

6.5/10
B

BEL-AIREPRINCESS - Good Insurance Tips

6.5/10
A

Aramex Blogistics -

6.5/10
P

Private Jet Emissions

6.5/10
P

Personal and Business Insurance Company in New England

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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