AI Scores / Automotive

Automotive AI Scores
Score Your Brand Free
🚗

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.

320,518
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,518 Automotive Brands

AI-Ready8-10
<1%
85
Getting There6-7
7%
21,723
Needs Work4-5
62%
199,739
Not Discoverable0-3
31%
98,971

Only <1% of automotive brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

Score your brand free

320,518 brands scored - page 126 of 3,206

T

Tint Atlanta

6.1/10
G

GMC Dealership in Toms River, NJ

6.1/10
A

Automotive Services | the hi-fi shop | Roy, UT CloseClose

6.1/10
A

Auto Repair Shop

6.1/10
A

ALL TRANSPORTDEPOT

6.1/10
P

Professional Car Carriers

6.1/10
A

Auto Repairs | Yorktown, VA | Peninsula Automotive White check mark inside a black circle iconBlack circle with a white checkmark iconWhite checkmark inside a black circle iconBlack circle with a white checkmark iconWhite checkmark inside a black circle iconWhite checkmark inside a black circle on a white backgroundBlack car with a gear icon, suggesting auto settings or vehicle maintenance optionsCar and wrench repair iconBlack car icon with a checkmark badge above itBlack warning icon of a car with wheels and directional arrows on white backgroundBlack silhouette of a raised hand holding a smartphone against a white backgroundBlack electrical plug icon with a bent cord on a white backgroundBlack audio jack plug icon with cord on white backgroundBlack and white camera icon with a filmstrip design on a white backgroundBlack tire with white rim icon on a white backgroundTwo overlapping speech bubbles with black dots, outlined in black on a white backgroundContact Us

6.1/10
T

Towing Providence, RI | Sterry Street Towing Black circular 24

6.1/10
A

Auto Repair in Denver, CO | Pro Import Denver Maintenance Icon

6.1/10
S

Sell Now RV

6.1/10
A

Auto Body Repair Services | Mack's Auto Body | Aberdeen, SD A black and white icon of a store with a awning.A black and white icon of a gear with a circle in the middle.A check mark in a circle on a white background.A wrench and screwdriver crossed over each other on a white background.A black and white drawing of a flag on a white background.A black and white icon of a ribbon with a circle in the middle.A black and white icon of a clipboard with three lines on it.A black and white shield icon on a white background.CloseClose

6.1/10
B

Builders Transmission & U-Haul

6.1/10
T

Towing Company Little Rock, AR | Asher Wrecker & Recovery 24

6.1/10
G

Garage Door Steel

6.1/10
U

Unlock It For Me

6.1/10
S

See N Clear Auto Glass

6.1/10
A

Auto transport company, cars shipping cheap in USA

6.1/10
P

Pro-Tow Wrecker Service

6.1/10
C

Chase Automotive Repair

6.1/10
Q

Queens Auto Repair - Tolima's Auto Center A red phone icon on a white background.A red pin with a white circle in the middle on a white background.A red circle with a white clock inside of it on a white background.A black and red icon of a wifi signal with a shadow on a white background.Two credit cards are stacked on top of each other on a white background.An icon of a map with two pins on it.A line drawing of a couch with a shadow on a white background.A line drawing of a bag and a bar of food.An icon of a clock with a red hand on a white background.A tv and remote control icon on a white background.A red pin with a white circle in the middle on a white background.A red circle with a white clock inside of it on a white background.A red phone icon on a white background.A black and white image of a cross in a circle.

6.1/10
A

Auto Repair

6.1/10
W

Water Heaters Katy TX

6.1/10
G

Garage Door Channelview

6.1/10
A

Auto Repair in Bloomington, IL | All About Auto Review Star Rating Icon

6.1/10
G

Garage Doors of Alaska

6.1/10
U

UpTown Towing NYC - 24/7 UpTown offers Towing Services Any Time and Anywhere in NYC

6.1/10
C

Corolla

6.1/10
C

Cortese Chrysler Jeep Dodge Inc

6.1/10
P

PROTYRE

6.1/10
A

Auto Body Briarcliff Manor, NY | George's Auto Body CloseClose

6.1/10
E

European Auto Repair, Service: Costa Mesa CA

6.1/10
S

Subaru Auto Repair Fall River, MA | New Bedford, MA Checkmark icon within a circle.Checkmark inside a circle.Check mark inside a circle.Checkmark icon in a black circle.Checkmark icon inside a circle.Black checkmark inside a black circle.Car with a screwdriver and wrench, suggesting automotive repair.Car tire and wheel, with the tire laid flat on the ground.Black heart on a white background.Black heart symbol.Black heart icon.Black heart symbol.Black heart symbol on white background.Black heart icon.Black heart.Black heart on white background.Black heart symbol.Black heart on a white background.Black heart on a white background.Black heart icon.Black heart.Three overlapping speech bubbles with dots inside, representing a conversation.Contact Us

6.1/10
L

Liberty Car Care

6.1/10
A

Auto Repair Abington, MA | Abington Auto Clinics Auto AC RepairBrake RepairState InspectionSuspension RepairTransmission RepairWheel AlignmentAuto Body WorkCloseClose

6.1/10
G

Garage Door Repair Fresno | Joaquin Garage Doors

6.1/10
A

Auto Body Repair | KMS Paint & Body | North Royalton, OH A black and white icon of a clock with the number 24 inside of it.A dollar sign in a black circle on a white background.A black star with a white check mark inside of it.A black and white silhouette of a key on a white background.A black shield with a white check mark on it.A clipboard with a piece of paper on it.CloseClose

6.1/10
S

San Antonio Auto Repair & Transmission Experts

6.1/10
A

ABC Garage Doors

6.1/10
A

Auto Repair in Pewee Valley, KY | County Line Automotive Late Model Repair

6.1/10
C

Collision Repair in Colorado Springs

6.1/10
D

Desert Locksmith

6.1/10
W

Wash Werks

6.1/10
A

Auto Detailing & Ceramic Coating in Jacksonville, FL

6.1/10
A

Auto Repair in Royal Oak | Book Appointment Online Five black stars in a row.Five black stars in a row, likely rating something.Blank white image.Blue car icon, front view.Chips and dip in a shallow bowl.Sofa above a coffee table with a potted plant and a steaming mug.Hand holding a wrench.Person with shining head next to a badge with a star, indicating achievement.Group of people with a heart above, within a dashed circle.Shield icon with a star, representing security or protection.Phone icon with sun and moon indicating 24

6.1/10
E

Epoxy Flooring Jacksonville, FL

6.1/10
T

Truck Trailer Parts York, PA | Harrisburg, PA A black icon featuring a stylized human figure inside a circle, surrounded by three stars.A black icon of a delivery truck with motion lines, indicating speed and transport.A black icon of a calendar page with a white heart outline in the center.A black icon of a human figure with three stars arched above it.A black house icon with a location pin marker overlapping the bottom left corner.A black icon depicting three stylized human figures, representing a group or team.Black delivery truck icon with white cab and cargo boxA black silhouette icon of a small travel trailer or camper van with a single wheel.A black outline icon showing two overlapping speech bubbles, each containing a row of three or four dots.Contact Us

6.1/10
O

Off Road & Truck Gear | TORC Motorsports | Grand Junction CO Contact Us

6.1/10
T

Trusted Auto Repair in Venice, FL | 1 Stop Car & Truck Repair STARS

6.1/10
R

R. M. Stoudt, Inc.

6.1/10
T

Towing Company

6.1/10
D

Detroit MI Locksmiths

6.1/10
N

New Car Tires Springfield, MO | Joe's Tire Shop, Inc. CloseClose

6.1/10
E

epoxyfloorsaltlakecity.com

6.1/10
T

Tree Care Services | Arborist in Rex, Atlanta, Stockbridge, GA | One Source Tree Service Quote

6.1/10
I

Interstate 70 Towing & Recovery

6.1/10
A

Auto Repair in Fort Wayne, IN | Parks Automotive Review Star Rating

6.1/10
(

(773) 681

6.1/10
T

The Friendliest Auto Mechanics in Fullerton | Fisk Automotive Location IconPhone IconArrow Icon

6.1/10
N

North Valley Locksmith

6.1/10
T

Trac Engine Services

6.1/10
A

Anderson Towing

6.1/10
A

Auto Repair in Lawrenceburg, KY | Tex's Transmissions Reviews Stars Rating

6.1/10
L

Locksmith Services | Jacksonville, FL | North Florida Emergency Locksmith Services A black map pin with a white circle in the middle on a white background.A black and white drawing of a padlock with a house on it.A black and white silhouette of a car key on a white background.A black and white icon of a circuit board with a padlock on it.A black map pin with a white circle in the middle on a white background.A black and white clock in a circle on a white background.A black silhouette of a telephone on a white background.A black map pin with a white circle in the middle on a white background.A black and white clock in a circle on a white background.

6.1/10
D

Diesel Shops Grand Island, NE | Anderson Diesel Service A black icon of a human silhouette topped by three stars arranged in a fan shape.A black icon of an ID card with a person silhouette and a crown positioned above it.A black icon of a document with a star

6.1/10
J

Joliet Auto Repair - AACCEL Emissions & Auto Repair Black circular clock icon with white hands showing 9:00

6.1/10
S

Soapy Suds Car Wash

6.1/10
G

Garage Door Service | Lewisville, Texas | Genie Sales & Service A black and white icon of a scroll with a signature on it.972

6.1/10
A

Auto Body Shop

6.1/10
A

Ace Of Shades Window Tinting | Warsaw, IN A calculator and a coin with a dollar sign on it.A black and white logo with a star and wings on a white background.A black shield with a white star on it.A silhouette of a person with three stars around his head.A black and white clock with a square with the number 24 on it.A black and white icon of a house with a map pin on it.A black and white icon of two speech bubbles on a white background.Contact Us

6.1/10
T

Towing West Bridgewater, MA | A1 Affordable A black and white icon of a speech bubble on a white background.CloseClose

6.1/10
T

Toyota de Bayamón

6.1/10
A

Auto Repair | North Spokane Foreign Auto | Deer Park, WA Black circle with a white checkmark.Black circle with white checkmark.Black circle with a white check mark.A black circle with a white checkmark.Black circle with a white check mark.Black circle with a white checkmark.Car with wrench icon, representing auto repair services.Car being repaired, with a gear, wrench, and tire.Three overlapping speech bubbles, indicating a discussion or conversation.Contact Us

6.1/10
N

New & Used Chevy Dealer in Kansas City, MO

6.1/10
A

ACT Roadside Assistance

6.1/10
C

Comprehensive Towing & Equipment Transport

6.1/10
P

Pinnacle Trailer Sales

6.1/10
O

Oak

6.1/10
B

Blairs Ferry Automotive

6.1/10
R

Ryan's Auto Repair of Plymouth

6.1/10
N

New & Pre

6.1/10
V

Vehicle, Salvage Parts Store & Yard Cincinnati & Cleves OH

6.1/10
L

License Plate Frames

6.1/10
E

ESP Auto Easthampton, MA

6.1/10
B

Boise Auto Repair - Oscar's Automotive icon

6.1/10
A

Auto Repair in Endicott, NY | Ames Automotive LLC Star Rating Icon

6.1/10
E

Expert Auto Repair in Columbia, MO | Midwest Autoworx Reviews Stars Rating Icon

6.1/10
O

Oriental Vehicles International Co., Ltd.

6.1/10
D

Double Bar LJ Inc | Auto Shop | Montrose, CO CloseClose

6.1/10
A

Automotive Repair Home | Superior Auto Service | Bryan, TX Black location pin icon with a circular center on a white backgroundBlack outline phone handset icon with ringing signal linesSimple black clock icon on a white background, showing about 10:20Black location pin icon with a circular center on a white backgroundBlack phone handset icon with ringing signal linesBlack clock icon showing 1:00Black location pin icon with a circular center on a white backgroundBlack phone handset icon with ringing signal linesBlack clock icon with hands at 12:30 on a white backgroundWhite blank screen with no visible contentBlack map pin location icon on white backgroundBlack phone handset icon with ringing signal lines on a white backgroundBlack clock icon with white hands on a white backgroundBlack location pin icon on a white backgroundBlack phone handset icon with ringing signal linesBlack clock icon with white hands on a white backgroundBlack location pin icon on a white backgroundBlack phone handset icon with ringing signal lines on a white backgroundBlack clock icon with white hands on a white backgroundBlack phone icon with sound waves.Black clock showing time.Black location marker.Black location pin icon.Black telephone receiver with sound waves.

6.1/10
M

Metal Carports St. Petersburg | Tampa | Florida Shed Company CloseClose

6.1/10
C

Calgary Auto Body Repair

6.1/10
P

PJ Trailers Canada

6.1/10
M

Mike's Auto Body

6.1/10
H

Huron Automotive Service Center

6.1/10
C

Calchrome.com | California Chrome Wheel | Wheels and Tires

6.1/10
H

Harmon Overhead Door, Inc.

6.1/10
H

Handy Law PC

6.1/10
S

Superior Garage Door of Riverside

6.1/10
A

Auto Repair in Aliso Viejo, CA | Your Car Care Experts A black and white drawing of two people shaking hands.A black and white drawing of a target with an arrow in it.A line drawing of a man with a plus sign next to him.A black and white drawing of a medal with a ribbon.

6.1/10
R

RGB Motors

6.1/10
Previous
1...124125126127128...3,206
Next
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.

Automotive AI visibility by city

New York CityLos AngelesChicagoHoustonPhoenixPhiladelphiaSan AntonioSan DiegoDallasSan JoseAustinJacksonvilleSan FranciscoColumbusCharlotteIndianapolis

Browse by industry

💻 Tech & SaaS🛍️ Ecommerce & Retail🍽️ Food & Beverage💪 Health & Wellness💅 Beauty👗 Fashion & ApparelAll brands →