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.

319,949
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,949 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
20,840
Needs Work4-5
61%
194,915
Not Discoverable0-3
33%
104,112

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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319,949 brands scored - page 101 of 3,200

C

campbell supply

6.1/10
C

Criswell Auto Means Quality Car & Truck Dealers in Maryland and Virginia

6.1/10
S

Supreme Seat Covers

6.1/10
N

New and Used Cars and Service Indianapolis IN

6.1/10
A

Auto Repair Shop in Las Vegas

6.1/10
A

ab-mlogistics

6.1/10
U

Used Cars for Sale in Spokane, WA

6.1/10
R

Rolando's Car Care

6.1/10
A

Auto Repair in Grain Valley & Blue Springs, MO | Sargent Auto Star Rating Icon

6.1/10
G

Grand Rapids Toyota Dealer in Grand Rapids MI

6.1/10
F

Force TK

6.1/10
R

Romcorp -

6.1/10
D

Dave's Auto and Truck Service in Churchville, PA | Dave's Auto and Truck Service Reviews Stars Rating Icon

6.1/10
R

Rochester Sensors

6.1/10
V

Ventura Collision Center

6.1/10
A

Artistic Customs

6.1/10
T

Toyota on Nicholasville

6.1/10
T

Towing Dallas

6.1/10
L

LUV Car Wash

6.1/10
Q

Quality SPLASH Products

6.1/10
M

McNeil Racing Inc

6.1/10
H

Hot

6.1/10
A

Auto Repair Services in Columbia, SC - Team 1 Automotive A black and white drawing of a heart with a hole in the middle

6.1/10
F

Freeway Tint

6.1/10
N

Nissan Dealership in Statesville, NC

6.1/10
Q

Quality Auto Glass Tint

6.1/10
A

Auto Repair Havertown, PA | Drexel Hill, PA CloseClose

6.1/10
L

Lexington Chevrolet Dealer in Lexington KY

6.1/10
W

Willard Chevrolet Dealer in Willard, OH

6.1/10
G

Gurley Leep Honda

6.1/10
L

Louisville Automotive Shop

6.1/10
A

Auto Repair in Hancock & Houghton, MI | Fine Line Tire & Fine Line Tire Express Review Star Rating Icon

6.1/10
Z

Zorka Impex

6.1/10
D

Dent Squad USA

6.1/10
K

kraftwerk

6.1/10
E

European Car Repair Mobile Mechanic Atlanta -

6.1/10
N

New & Used Car Dealership Columbus OH

6.1/10
C

Chevrolet

6.1/10
A

A to Z Auto Shipping

6.1/10
F

Fun Stuff Toys

6.1/10
L

Lintec Auto

6.1/10
S

Sprinter Van Shop SD

6.1/10
T

Trusted Auto Repair in Maryland Heights, MO | Quality Auto Review Star Rating

6.1/10
B

Bobcat of North Texas

6.1/10
S

Same Day Auto Repair Tire Pros

6.1/10
A

Auto Repair in La Crosse, Onalaska, WI, and Winona, MN | Dee’s Auto Care REVIEW STAR RATING

6.1/10
Y

Your Trusted Cadillac Dealership In Naples, FL, Since 1968

6.1/10
E

Exoto

6.1/10
T

Tappahannock Chevrolet Dealer in TAPPAHANNOCK VA

6.1/10
A

Auto Repair Shop | 1st Performance Automotive Black telephone handset icon on a white backgroundBlack location pin icon with a circle insideBlack clock icon showing 3:00Black phone receiver icon with ringing signal linesBlack line icon of a clipboard with a magnifying glass and pie chart symbolsBlack line icon of a manual transmission gearbox with a shift leverAir conditioner with snowflake icon, indicating cooling modeBlack

6.1/10
C

Commercial Floor Coatings Ft Myers, FL CloseClose

6.1/10
R

RW Carbon

6.1/10
Q

Quality Auto Repair in Plymouth, MI | March Tire and Auto Service Review Rating Icon

6.1/10
G

Global Center for Automotive Performance Simulation

6.1/10
C

clutchdoctor

6.1/10
G

Garage Door Service Oshkosh, WI | Fond du Lac, WI CloseClose

6.1/10
A

Auto Tune-up and Repair Options

6.1/10
R

Ray's auto body Inc

6.1/10
S

Spokane Foreign Auto Repair - C & H Foreign Auto Repair Oil Change

6.1/10
P

Polar Engineering

6.1/10
V

Versalift US

6.1/10
P

Pro Detail

6.1/10
A

Auto Repair Shop in Thomson, GA | C&C Tire Service Reviews Stars Rating

6.1/10
G

GMC Buick Dealership Gaffney SC

6.1/10
A

Auto Upholstery Portland

6.1/10
C

Concours Motors Auto Repair

6.1/10
N

National Powersports Distributors

6.1/10
N

New & Used Vehicle Dealer Near Irvine, CA

6.1/10
A

Artisans Custom Mattress

6.1/10
W

Wild Willies Accessories

6.1/10
Y

Your Local New & Used Chrysler Jeep Dealer

6.1/10
R

Rush Diesel

6.1/10
S

Same Day Door Service

6.1/10
A

Accurate Junk Car Removal

6.1/10
S

Seal Now

6.1/10
A

Auto Glass & Windshield Repair in Charlotte Metro, NC

6.1/10
A

Auto Repair Charlotte, NC | Compton's Automotive Black location pin icon.Phone icon with sound waves.Clock icon showing the time is 4:00.Black phone icon with sound waves.Location pin icon.

6.1/10
C

Corvette Parts & Accessories for C5, C6, C7, Z06, ZR1

6.1/10
B

Byrider Service

6.1/10
B

Blue Sky Tint

6.1/10
J

Jones Ford Wickenburg: New & Used Ford DealershipJones Ford Wickenburg

6.1/10
A

Andrews Auto Credit - Andrews Auto Credit Powered Website Engine

6.1/10
S

Scott Honda of West Chester

6.1/10
L

Leskovar Honda in Butte, MT

6.1/10
T

Trivan Truck Body

6.1/10
R

RV & Auto Parts

6.1/10
A

Arizona Auto License Services

6.1/10
E

Epoch Automotive LLC

6.1/10
B

Blue Beacon Truck Wash - Find a Blue Beacon Truck Wash. We are your location for washouts, fast, consistent washes for fleets and RV owners. Working hard to be your truck wash.

6.1/10
N

New Chevrolet and Used Car Dealership in Phoenix

6.1/10
S

ShapeShift Group

6.1/10
J

Jax Kar Wash

6.1/10
E

Eastside European

6.1/10
N

New Chevrolet and Used Car Dealer in Sanford near Orlando, FL

6.1/10
S

Shop New & Used CDJR Vehicles in Pomeroy, OH

6.1/10
C

Coastal Cruiser Bikes

6.1/10
L

Lambros Car Repairing

6.1/10
A

Auto Repair Shop Queen Creek, AZ | San Tan Valley, AZ CloseClose

6.1/10
I

IMA Motorwerke

6.1/10
K

Ken Scales Automotive

6.1/10
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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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