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.

320,571
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,571 Automotive Brands

AI-Ready8-10
<1%
85
Getting There6-7
7%
21,699
Needs Work4-5
62%
199,673
Not Discoverable0-3
31%
99,114

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

320,571 brands scored - page 125 of 3,206

K

Kings Mazda

6.1/10
V

Visit Stewart Chevrolet

6.1/10
N

New Nissan and Used Car Dealer Serving Pawleys Island

6.1/10
J

JP Euro Body Shop

6.1/10
D

DPF EXPERT

6.1/10
N

New Nissan Dealer in Montgomery, AL

6.1/10
E

ezISF

6.1/10
F

Fallon Ford

6.1/10
M

Matthews Nissan

6.1/10
B

BMW of Las Vegas

6.1/10
J

Jaguar South Bay Authorized Service

6.1/10
D

Duncan Imports & Classics

6.1/10
D

deepingdirect

6.1/10
C

Chicago Car Club

6.1/10
C

Cheap Locksmith Near Me

6.1/10
W

Wheel Alignment Citrus Heights, CA Black icon of a car being fixed by a wrench.Black icon showing two hands shaking, a coin with a dollar sign, and a box.Black and white icon of a car next to a gear with a wrench inside, representing auto repair services.A car lifted on a service lift, indicating automotive repair or maintenance.Black car icon above a black axle icon.Black car with steering wheel, gear, and wrench icons, likely representing vehicle maintenance.Black heart on white background.Black heart on a white background.Black wrench and car icon, representing automotive repair services.Black icon: Gear and shock absorber above an open box, suggesting auto parts or repair.Three overlapping speech bubbles, each with dots indicating conversation.Contact Us

6.1/10
G

Garage Door Repair Cleveland | Garage Door Pros

6.1/10
C

C & C Auto - House Springs Auto Repair Shop Reviews Stars Rating

6.1/10
L

Les Stanford Is THE Corvette Dealer for Metro Detroit

6.1/10
C

Chicane Motorsport

6.1/10
U

Upholstery Services

6.1/10
A

A1 Garage Door

6.1/10
B

Body Shop Mission Viejo, CA | A-1 Cars A black and white icon of a car on a white background.A black and white silhouette of a car on a white background.A black and white icon of a speech bubble on a white background.CloseClose

6.1/10
R

Rockville Auto Repair

6.1/10
F

Fresh N' Clean Express

6.1/10
R

Rensselaer Honda

6.1/10
V

Vicimus

6.1/10
5

5 Star Garage Door LLC

6.1/10
D

Dana Meyer Auto Care: Albany, CA Auto Repair Since 1975 Review Star Rating

6.1/10
A

Auto Repair Excellence in St. George, UT

6.1/10
F

Fred's Auto Removal: Cash for Junk Cars Portland

6.1/10
A

Auto Repair in Houston, TX

6.1/10
M

Machado Auto Sales

6.1/10
A

Auto Repair in Centerville, OH

6.1/10
8

888 Si Ayuda

6.1/10
A

Auto Transmission Service Santee, CA | Sparky's Transmission Car with magnifying glass and clipboard, representing car inspection.Hand holding a dollar coin.Hand holding three shining stars.Person icon with three stars below.Group of people with a heart icon and checkmark. Symbol of community well

6.1/10
H

Home

6.1/10
S

Speedy's Cash For Cars

6.1/10
A

All Ma Mates®

6.1/10
Y

Yatri E Rickshaw | Offical Yatri E Rickshaw Website & EV Marketplace

6.1/10
2

24/7 Locksmith Services

6.1/10
A

Auto Repair in Woodland Hills, CA | Woodland Hills Auto Service Reviews Stars Rating

6.1/10
L

Les' Auto Repair

6.1/10
E

Expert Windshield Repair and Replacement

6.1/10
S

Steel Fabricator

6.1/10
L

Longview Auto Repair - Art's Automotive phone icon

6.1/10
A

All American Towing

6.1/10
P

PCH Dent Repair

6.1/10
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
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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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