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.

319,760
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,760 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,898
Needs Work4-5
63%
200,413
Not Discoverable0-3
30%
97,366

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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319,760 brands scored - page 143 of 3,198

S

Selma Honda Dealer in Selma CA

6/10
L

Liberty Garage Door

6/10
G

Green Wave EV

6/10
A

Aero Auto Repair | San Diego

6/10
E

Emerald Financial Group Insurance

6/10
P

Principle Distribution

6/10
A

autobarnclassiccars

6/10
H

High Performance Car Parts Store

6/10
H

Heavy Equipment Mechanic in Somerville, NJ

6/10
A

Auto Repair in Stevensville & Grasonville, MD | AMJ Auto Repair Review Stars Rating

6/10
A

Airport Chrysler Dodge Jeep Ram

6/10
B

Bob Boyte Honda Moss Point

6/10
C

CDS Network

6/10
A

Axle Towing & Impound

6/10
S

Shop Acura

6/10
G

Gearhead Tuning

6/10
M

MNC Atelier

6/10
Y

Yorba Linda Auto Service

6/10
M

Moore's Auto & RV Sales

6/10
L

LuXsso Auto Studio

6/10
S

San Leandro Auto Repair - Doral's Auto Repair Doral's Auto Repair is committed to ensuring effective communication and digital accessibility to all users. We are continually improving the user experience for everyone, and apply the relevant accessibility standards to achieve these goals. We welcome your feedback. Please call Doral's Auto Repair (510) 352

6/10
L

Laurel Hyundai: New & Used Hyundai Dealer in Johnstown near Ebensburg PA

6/10
U

Used Auto Parts, Engines & Transmission for Sale

6/10
A

Ascend: Full Truckload Carrier Providing High

6/10
R

RealTruck

6/10
V

Veenstra's Garage

6/10
S

S & S Metal Recyclers II

6/10
B

bamarketingpub

6/10
N

New & Used Hyundai Dealer Amherst NY

6/10
S

S&W Used Auto Parts

6/10
J

Jeff Wyler Hyundai of Beavercreek: Hyundai Dealer Near Dayton, OH

6/10
S

Specialized ECU Repair

6/10
S

SLOTMANIA89

6/10
S

sawmillauto

6/10
P

Preferred Ford

6/10
R

RAM Truck Dealer

6/10
A

Auto Detailers Cincinnati, OH | DTI Professional Auto Detail Clean black car icon with four sparkle symbols.Black car and document icon.Car icon with percentage symbol.Hand holding a coin with dollar sign, arrow circling, representing financial returns.Calculator and dollar coin icon, representing finances and calculations.Two hands shaking with a clock, representing time

6/10
F

Ford Dealership in Wichita KS

6/10
P

Parker Boatworks Incorporated

6/10
F

Feel Great Car Wash – GET YOUR FREE WASH

6/10
A

Auto Repair in Santa Rosa, CA - Dibble's Auto Center Black clock icon showing the time as approximately 4:05

6/10
Q

Quality Golf Cart

6/10
L

Lee Peterson Motors

6/10
P

Pick A Part Used Auto Parts and Cheap Car Parts in Phoenix AZ

6/10
C

Certified Genesis Dealership In Tulsa OK

6/10
N

North Columbus, GA AutoNation Dealership

6/10
T

Timbrook Automotive

6/10
M

Mercedes

6/10
T

Transparent International Movers

6/10
A

Auto Repair Las Vegas | I AM Mechanics

6/10
R

RealTruck

6/10
A

Auto Land Chrysler Dodge Jeep Ram of Accident

6/10
W

Westerholm Koehler Insurance

6/10
E

Emergency Locksmith Service Near Me!

6/10
B

Burdick Nissan

6/10
M

Marie Chevrolet Dealer in Sault Ste Marie, MI

6/10
P

Pro Rebuilders Inc

6/10
N

New Audi, INFINITI, Acura, Volkswagen, Jeep and Pre

6/10
W

Western Skies RV

6/10
L

Laketown Speed and Sound

6/10
T

Trevose Nissan Dealer in Feasterville PA

6/10
T

Towing

6/10
T

The Wash Shop - Happy cars, happy drivers.

6/10
S

Status Automotive & Collision

6/10
C

Calimax Auto Sales

6/10
E

Epic BDC

6/10
S

Scooterworks Chicago

6/10
C

Chevrolet Dealer in DALLAS TX

6/10
N

Nissan Dealership in Rutland VT

6/10
R

Ryan O'Neal Autos

6/10
D

DeWitts™ Direct Fit® Aluminum Radiators

6/10
P

Pat's Pump & Blower | The pump and blower “problem solving specialists”

6/10
G

Garage Door and More

6/10
C

Coney's Garage Doors

6/10
A

Aerial Hydraulic Repair - Expert service and repair of your aerial fleet

6/10
B

Binder's Automotive Inc.

6/10
L

Lia Toyota of Wilbraham

6/10
W

Wisconsin Car Accident Lawyer

6/10
H

Help!! Air Conditioning and Heating

6/10
N

New Cadillac For Sale in Atlanta, GA

6/10
Y

Yakima Chrysler Dodge Jeep RAM Dealership

6/10
K

Kia AutoSport Columbus Homepage

6/10
A

Auto Detailing, Ceramic Coating & Tint | Endless Detailing A black circle with a white clock inside of itA black and white image of a triangle on a white background.A black and white silhouette of a chair on a white background.

6/10
E

Electric Motors

6/10
R

Route 6 Auto Body

6/10
B

BDX Performance

6/10
R

Rio Rubber Track, Inc

6/10
E

Eich Brothers Automotive

6/10
A

Andres Garage Door Repair Verona NJ

6/10
M

Mtn View Nissan of Cleveland

6/10
A

Auto Repair in San Francisco, CA | Brake And Wheel Service Center LLC Review Stars Rating

6/10
C

Chico Car Care

6/10
E

Enneking Auto Body

6/10
A

A-All Style Garage Door

6/10
Y

Your Local New & Used Chevrolet Dealer

6/10
W

West End Sales

6/10
P

Pulstar Spark Plugs

6/10
S

Salem Auto Repair

6/10
N

New & Used Cars

6/10
O

O’Steen Volkswagen of Valdosta, New & Used Volkswagen Dealership in Valdosta, GA, Near Hahira, Thomasville, Lake Park, & Moultrie

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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