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.

319,713
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,713 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,915
Needs Work4-5
63%
200,416
Not Discoverable0-3
30%
97,299

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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319,713 brands scored - page 145 of 3,198

T

Trustlane Automotive

6/10
H

Home | Airport Paint & Body | Hebron, KY Hamburger menu iconTwo quotation marks, one solid black and one outlined in black, side by side against a white background.A black circle containing a white percentage sign.A black checkmark inside a black circle.A black checkmark icon enclosed within a circle.A black checkmark icon inside a thin black circle.A black check mark inside a thin black circle on a white background.A black checkmark inside a black circle.A black icon showing two cars colliding, enclosed by a dashed semi

6/10
L

Lake City Auto Care

6/10
S

Stress Free Nationwide Car Shipping

6/10
B

Bristow's Auto Repair

6/10
A

Antioch Chrysler Dodge Jeep RAM

6/10
P

Platinum Auto Care

6/10
N

New & Used Toyota Cars, Trucks & SUV's For Sale in St Joseph MO

6/10
G

Garber Chevrolet Chesaning

6/10
J

Janssen Chrysler Jeep Dodge Ram of Holdrege

6/10
P

Parkway Car Care: Rowlett, Texas Auto repair

6/10
L

Laird Tree Service

6/10
B

Buick, GMC Dealership in Rochester Hills MI

6/10
C

Chrysler, Dodge, Jeep, & Ram Dealership In Amherst, OH

6/10
L

Lightning Mobile Locksmith

6/10
W

Wake ‎Forest New/Used Car Dealership

6/10
W

wattsaver-lighting

6/10
C

Chevrolet Dealer Rochester, Dover, Portsmouth NH

6/10
I

Ideal Print and Copy

6/10
C

Certified Powerwall Installers of SWFL

6/10
W

W.S. Healey Chevrolet

6/10
H

Honda Sales & Service in Bennettsville, SC

6/10
T

Toyota Dealership in Lilburn GA

6/10
D

DJ Foreign Auto Care

6/10
H

Hixson Automotive

6/10
W

Welcome to Herb Chambers Cadillac of Warwick

6/10
G

Grayson BMW

6/10
S

South County Air Services

6/10
U

Used Car Dealership In Wyoming

6/10
R

Rosen Kia

6/10
B

Bubba's Tire Center

6/10
T

TNT Auto Body Repair | Collision & Paint Experts in Glade Hill & Rocky Mount, VA

6/10
W

Wholesale Auto Parts Franchise

6/10
F

Frigid Rigid

6/10
P

Prestige Auto Tech

6/10
H

Hansel Ford

6/10
M

Mukwonago Chevrolet Dealer in Mukwonago WI

6/10
F

Favored In God (FIG)

6/10
U

Used Ford, Chevrolet, Jeep, GMC and Ram Dealer Burlington WA

6/10
L

Littleton, CO AutoNation Dealership

6/10
N

New & Used VW Dealership Wausau WI

6/10
B

Benson Auto Chevrolet

6/10
A

A.J. Rose

6/10
V

Van Horn Hyundai of Sheboygan

6/10
K

Kooner FMS

6/10
G

German Auto Repair Oceanside CA

6/10
C

Cavallo Auto Salon | Automotive Care Services in Houston, TX Shiny car icon.Black, thick

6/10
N

New & Used vehicles Dealership in Paragould

6/10
C

cincinnati dot physicals

6/10
I

Independent BMW Service & Repair Specialists

6/10
U

UPDESK

6/10
T

Ted's Auto Clinic

6/10
F

Freedom Street Garage

6/10
T

Toyota Dealership in Uniontown PA

6/10
B

BULL Equipment USA

6/10
R

Renn Haus

6/10
V

Vera Cadillac

6/10
M

Medina Cadillac

6/10
D

Doyle Johnson's Inc

6/10
T

Toyota Material Handling Midsouth

6/10
I

Integrity Automotive & Diesel

6/10
P

Prestige Locksmith | San Diego Locksmith

6/10
R

Road King Express

6/10
F

Flotronics Automation

6/10
V

Viti Volvo Cars Tiverton

6/10
R

RideNow Georgetown: Powersports Dealer in Georgetown, TX

6/10
P

Precision Collision

6/10
F

Fox GMC

6/10
G

Garber Rochester

6/10
K

Key Maker Near Me Locksmith San Francisco

6/10
S

Southgate Honda

6/10
N

Nissan Car Dealership Asheville NC

6/10
P

PumpMan Corporate

6/10
B

Bob's Auto Works

6/10
J

Jenkins Auto Group

6/10
H

Hot Shot Trucking

6/10
A

Auto Repair Services Concierge Auto Repair | Spring, TX A black and white icon of a medal with a star in the center.A black and white icon of a clock with two arrows around it.A car with a wrench and gear on top of it.A black and white icon of a certificate with a medal.A black and white icon of a man holding a wrench and a gear.A black and white icon of a gear with two arrows pointing in opposite directions.A black and white icon of a speech bubble on a white background.CloseClose

6/10
T

TOS Auto Repair

6/10
O

Ourisman Toyota 40

6/10
C

Carlock Volkswagen of Murfreesboro TN

6/10
L

LaRoche Chevrolet

6/10
G

Grissom Chevrolet in Pecos, TX

6/10
F

Farris Motor Company

6/10
B

Bristol Group Dealer in Bristol CT

6/10
W

Wana Bike Shop

6/10
R

Recycle Your Car

6/10
E

Expert Auto Body Service | Collision Repair | Billerica, MA | Billerica's Trusted Body Shop for over 40 years. Auto body repair faster than anyone else. Collision repair done right. 99.14% Customer satisfaction.

6/10
A

Automobile Repair

6/10
S

Straightline Performance -

6/10
D

Dynamite Detail Car Wash

6/10
T

TriboDyn® Lubricants

6/10
K

Kia Jackson Tn

6/10
T

Trusted Auto Services & Repairs in Farmington Hills, MI | Dynamic Auto Repair Reviews Star Rating

6/10
O

OK Carz

6/10
N

New Honda & Used Car Dealer Near Me

6/10
N

New & Used Cars for Sale near Reading, PA

6/10
M

MiCar Collision Center in Chesapeake, Va

6/10
B

Brooklyn Brimworks

6/10
N

Norwich Dodge Chrysler Jeep Ram

6/10
B

Bob Pion Buick GMC & Used Car Dealer in Chicopee, MA

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 4.0/10 means for automotive brands

The average Automotive brand we've scored sits at 4.0/10. 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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