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.

320,518
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.

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320,518 brands scored - page 127 of 3,206

T

Top Auto Repair in Orange Park, FL | Miller's Automotive Reviews Stars Rating Icon

6.1/10
A

Auto Repair in Las Vegas, NV | Boktor Motors Service Center Review Stars Rating

6.1/10
C

Commercial Garage Door Repairs | Velting Garage Doors A black and white drawing of a garage door on a white background.A black and white icon of a garage door with a remote control.A black and white drawing of a house with a garage door.A black and white drawing of two wrenches and a gear.

6.1/10
B

Barrett Automotive

6.1/10
A

ADL Auto Repair and Driveshafts

6.1/10
A

Auto Shop | Ann Arbor Muffler Brakes & Shocks | Ann Arbor MI req

6.1/10
M

My Blog

6.1/10
T

Tomball Insurance Agency | O’Sullivan Integra A white background with a few lines on itA black and white silhouette of a phone with a sound wave coming out of it.A black and white envelope icon on a white background.A black map pin with a hole in the middle on a white background.A black and white drawing of a car on a white background.A black and white drawing of a house on a white background.A black and white drawing of a shield with a person 's face on it.Shield with a heart and heartbeat line, symbolizing health protection.A black and white drawing of an umbrella and a shield with a check mark on it.A black and white silhouette of a phone with a sound wave coming out of it.A black and white envelope icon on a white background.A black map pin with a hole in the middle on a white background.

6.1/10
D

DA Cheap Towing Company

6.1/10
M

Mikey's General Sales

6.1/10
R

RigDig - By Fusable

6.1/10
A

Auto Recycling Thornton, CO | Denver Junk Car Buyer Black badge icon with a white checkmarkBlack award badge icon with a white checkmark insideBlack seal icon with a white checkmark in the centerBlack badge icon with a white checkmark insideBlack verification badge with white checkmark iconBlack verification badge with a white checkmark iconBlack car with recycling symbol above itBlack car icon above a hand holding a dollar coin, suggesting car payment or purchaseBlack tow truck icon lifting a car silhouetteBlack document with white lines and a white car icon in frontBlack delivery truck icon with a dollar sign in a circle above itTwo overlapping black speech bubbles, one with three dots and one with two dotsContact Us

6.1/10
J

Junk Car Boys - Cash For Cars

6.1/10
S

Sahara Motors -

6.1/10
O

Optimal Warranty

6.1/10
A

Auto Repair Troy, Michigan Auto Lab Auto Repair

6.1/10
J

Justice Automative & Collision Center -

6.1/10
B

Boat RV Motor Storage

6.1/10
K

Karl Malone Heber

6.1/10
B

Bavarian Imports

6.1/10
R

Rite-Price Auto Service Centre

6.1/10
S

Spartanburg Appliance Repair

6.1/10
T

The Garage Door Guy Certified Service & Sales

6.1/10
2

24 Hour Locksmith Near Me

6.1/10
2

24

6.1/10
A

Auto Repair in Ocala, FL | DriveCenter Complete Auto Care Reviews Star Rating Icon

6.1/10
S

Shon Garage Doors

6.1/10
D

drivenbikes

6.1/10
L

Locksmith Time

6.1/10
A

Atlanta's Trusted Auto Body & Vehicle Care Experts a black arrow pointing down on a white background .Clipboard with dollar sign and calculator iconBlack calendar icon with grid squares on a white background

6.1/10
T

Truck & Trailer Leasing

6.1/10
E

Expert Auto Repair in Sacramento, CA | Natomas Smog Shop & Auto Repair Electrical Services

6.1/10
Q

Qualitytire

6.1/10
W

We Buy Totaled Cars

6.1/10
S

Shop Parts and Accessories for the Defender, Commander, X3, Maverick R, and Trail and sport! Over 25K Parts.

6.1/10
S

SVCM Controller

6.1/10
L

Locksmith Yonkers NY -

6.1/10
V

VC Automotive | Red Bank, NJ | Auto Repair Shop, Auto Maintenance (732) 530

6.1/10
L

Locksmiths San Jose

6.1/10
S

Semi Truck Mechanic Chattanooga | Rock Solid Mobile Repair CloseClose

6.1/10
B

Best Car Wash Temecula, CA | Eco Express Car Wash Check mark inside a circle.Checkmark icon inside a circle.Check mark inside a circle.Check mark inside a circle.Checkmark icon in a circle.Checkmark symbol inside a circle.Speech bubble icon.Contact Us

6.1/10
A

Auto Body Repair Rockford, IL | Bodylines, Inc Black badge with a star, signifying quality or excellence.Man leaving, another holding open a door.Black graphic of a package and a calculator, likely related to shipping or financial calculations.Hand holding a shield with a checkmark, symbolizing protection and security.Car icon combined with a gear and wrench, representing auto repair or service.Black car and wrench icon, representing auto repair services.Black speech bubble with two horizontal lines inside.Contact Us

6.1/10
T

The Jeep Farm

6.1/10
S

Spoiled Luxuries

6.1/10
Q

Quality Auto Repair in Colonial Heights, VA | Carlton's Auto Service AC Repair

6.1/10
R

Rocky's Tire

6.1/10
D

DS Garage Services

6.1/10
C

C&C Garage Door and Opener

6.1/10
A

Auto Mechanic Pacific Beach, San Diego | QWIK Auto Center Auto Shop ServicesVehicle ModificationsAn icon depicting three overlapping speech bubbles, each featuring dots inside to symbolize a conversation or group chat.Contact Us

6.1/10
G

Garage Door Repair Markham | Garage Door Bros

6.1/10
L

Long Term or Monthly Car Rental Miami FL $549/mo Fair Price

6.1/10
E

Expert Transmission Repairs

6.1/10
H

Home Page

6.1/10
A

Auto Repair in Pell City, AL | Apex Vehicle Services Reviews Stars Rating

6.1/10
F

Fleet & Equipment Washing | Vancouver, WA | S & W Pressure washing icon.Location icon.Location icon.Pattern icon.Pattern icon.Pattern icon.Pattern icon.Money icon.Gear icon.Construction icon.Black key icon.Schedule icon.Question icon.Location icon.Phone icon.Clock icon.Location icon.Phone icon.Clock icon.Email icon.

6.1/10
W

Westchester NY Auto Detail & Ceramic Coatings A black and white drawing of a car in a garage.A black and white drawing of a microphone and a pair of headphones.A white background with a few lines on itA black and white drawing of a microphone and a pair of headphones.

6.1/10
D

Dodge Ram Peoria AZ

6.1/10
S

S & R Auto and Tire

6.1/10
C

Cash For Cars Honolulu, HI | Dugonz Towing CloseClose

6.1/10
F

Free Spirit Recreation

6.1/10
F

Freedom Hauler

6.1/10
I

Import Auto Servicing

6.1/10
M

Mobile Mechanic Kansas City

6.1/10
S

Site

6.1/10
H

Home Heating Solutions Calgary | Western Heating and Gas Fitting A white background with a few lines on itA black and white drawing of a map with a pin on it.

6.1/10
A

Auto Glass Repair | Texas Star Automotive Services | Tyler, TX (972) 452

6.1/10
T

TSS Auto - Expert Auto Repair Mechanic in Richmond, BC Reviews Stars Rating Icon

6.1/10
D

Diminished Value Carolina - Vehicle Appraisal Experts, NC & SC

6.1/10
D

Distributore di motori e ricambi Lombardini - Varriale snc icona telefonoicona motoreicona motoreicona motoreicona motoreicona leadericona esperienzaicona efficienzaicona ricambiicona supportoicona qualità

6.1/10
C

Cash For Cars DeSoto

6.1/10
E

Expert Auto Repair in Hudsonville, MI | Rozema's Car Care Five black stars in a row, likely rating or ranking something.Car AC Repair Icon

6.1/10
N

New Ford and Used Car Dealer Serving Fairmont

6.1/10
A

AAMCO Venice, FL | Transmissions & Total Car Care Telephone handset icon.Black location pin icon.Telephone handset icon.Clock icon, indicating the time is 4:00.

6.1/10
A

Auto Repair Shop in Yonkers

6.1/10
A

Auto Repair in Marlton, NJ | Main Street Auto Reviews Stars Rating

6.1/10
A

Auto Mechanic Oceanside, CA | S & S Advanced Auto Repair A black and white icon of a speech bubble on a white background.CloseClose

6.1/10
S

Sarasota Auto Repair - Dave's Auto Repair wi

6.1/10
A

Albuquerque Auto Repair - Zia Automotive Phone Number Icon

6.1/10
R

RPM Marinas

6.1/10
A

Auto Repair in Springfield, IL | Law Automotive Review Star Rating

6.1/10
A

Auto Repair & Maintenance

6.1/10
F

Foreign Auto Services

6.1/10
A

Ascent Epoxy Tampa

6.1/10
A

Auto Maintenance & Repair | Hayden, ID | CDA Auto Care Black car being repaired with a wrench, gear, and tire.Black car being repaired with a wrench, gear, and tire.Black car being repaired with a wrench, gear, and tire.Wrench over a car, indicating auto repair or maintenance.Black and white document with a certificate badge featuring a check mark and ribbons.Car with a wrench above, representing car repair or maintenance.Black car with magnifying glass, likely for inspection or search.Badge icon with a check mark, indicating approval or quality.Black telephone icon with signal waves.Black envelope icon.Black location pin.Clock showing the time is 4:00.Credit card icon. Black rectangle with a white horizontal line and a small white rectangle.

6.1/10
R

Ram Transmissions

6.1/10
M

Mathias Marine Sport

6.1/10
K

Kia Dealership in Stamford, CT

6.1/10
L

LubeTown

6.1/10
E

Elite Detailing

6.1/10
L

Leading Edge Autosport

6.1/10
M

Matts Custom Golf Carts

6.1/10
A

Auto Tint Redlands, CA | Riverside, CA | The Tint Factory FREE Same

6.1/10
R

Rawlix.com: Online Shopping For Electronics In Pakistan

6.1/10
M

MAXmotive

6.1/10
H

Heavy-Duty Fleet Truck Repair | Lawrenceville, GA CloseClose

6.1/10
V

VIP Car Detailing Outerwest

6.1/10
F

Funkeefish

6.1/10
C

Colorado Bullhide

6.1/10
A

Auto Repair in Baltimore, MD | Moore Performance Star Rating Icon

6.1/10
L

Lock and Key Expert

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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