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.

320,303
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,303 Automotive Brands

AI-Ready8-10
<1%
80
Getting There6-7
6%
20,716
Needs Work4-5
61%
193,907
Not Discoverable0-3
33%
105,600

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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320,303 brands scored - page 87 of 3,204

A

Automotive Locksmith Services - Car Locksmith

6.2/10
L

Luxury Ride Qatar

6.2/10
T

Towing Service Of Minneapolis

6.2/10
L

Larry’s Garage Door Repair

6.2/10
M

MMCC® | Mobile Mint Car Care

6.2/10
K

Keys Marine Service

6.2/10
A

Auto Repair in New Prague, MN | Euroworx Reviews Stars Rating

6.2/10
C

Car Rentals Johnston, RI | Northeast Auto Rentals A dollar sign in a black circle on a white background.A hand is holding a dollar sign in a circle.A clipboard with a piece of paper on it.A white check mark in a black circle.A black and white icon of a stack of money.A hand is giving a thumbs up sign.A black and white silhouette of a car on a white background.A black and white silhouette of a car on a white background.A black and white silhouette of a semi truck on a white background.A black and white silhouette of a truck with a smiley face on the front.A black and white silhouette of a car on a white background.A black and white silhouette of a truck on a white background.A black and white silhouette of a car on a white background.A speech bubble with the letter i inside of it.A black and white icon of a handshake on a white background.CloseClose

6.2/10
T

Top Car Exporter in Dubai

6.2/10
A

Auto Body Shop North Providence, RI | Pawtucket, RI CloseClose

6.2/10
V

Volvo Dealership Sacramento CA

6.2/10
O

Outlaw Automotive

6.2/10
I

Industrial Parts Washers

6.2/10
C

Custom Signage Solutions | Eastern Sign Company | NJ email iconBlack location pin icon.call me icon

6.2/10
Q

Quick Recovery in Derby | Available Now | Recovery Derby estimated_quoteArtboard 3

6.2/10
Q

Quick Affordable Recovery | 24/7 Recovery | Recovery Northampton estimated_quoteArtboard 3

6.2/10
P

Pokhara Motors

6.2/10
D

Diegos Locksmith -

6.2/10
L

Lake View East Towing & Roadside Assistance

6.2/10
S

Southern Garage Doors, Inc.

6.2/10
D

Diesel Mechanic Shops Crown Point | Superior Engine Service A black and white icon of a ribbon with a star in the middle.A black and white icon of a certificate with a check mark on it.A hand is holding a dollar sign in a circle.A black and white calculator icon on a white background.A clipboard with a check mark on it.A speech bubble with two lines inside of it on a white background.CloseClose

6.2/10
Q

Quick Pressure

6.2/10
S

SpeedyWayUS

6.2/10
M

Mobile Auto and Fleet Car Detailing Packages in Odenton, MD A white background with a few lines on itA white background with a few lines on itA white background with a few lines on it

6.2/10
S

Super Service of Pomona Valley

6.2/10
A

Auto Window Tinting | South Bay Tinting | Torrance, CA Clock with arrows rotating around it.Shipping box with a shield icon, symbolizing guaranteed delivery.Black icon of a calculator next to a document with a dollar sign.Alarm clock with sun rising above.Black car silhouette.Clock with motion blur indicating speed.Three overlapping speech bubbles with dots inside, representing a conversation.Contact Us

6.2/10
S

Steinway Auto Repairs

6.2/10
S

Stamford Garage Doors

6.2/10
T

Trailer Repair Blue Springs, MO | Kansas City, MO Trailer Maintenance and RepairTrailers for SaleContact Us

6.2/10
A

Auto Body Repair New Haven, CT CloseClose

6.2/10
T

TNT Automotive | Auto Repair in Bowling Green, KY Reviews Stars Rating Icon

6.2/10
P

Professional Window Tinting

6.2/10
T

Transmission Repair

6.2/10
A

Apex Locksmith Silverdale WA | Kitsap County | Port Orchard CloseClose

6.2/10
C

Car Detailing, Covington, LA A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black star is floating in the air on a white background.A black and white envelope icon on a white background.A black and white icon of an instagram logo on a white background.A black and white icon of an instagram logo on a white background.A black and white envelope icon on a white background.A black silhouette of a phone on a white background.

6.2/10
M

MOTOR BAY AUTO REPAIR

6.2/10
U

Uplift Charlotte SEO

6.2/10
G

Greeley Auto Repair

6.2/10
T

Towing Elkhart, IN | Tom's Auto Service and Towing Gear icon with a circular 24

6.2/10
C

Commercial Truck Dealers in California. Heavy Duty Truck Parts. Truck Service. Sales, Parts & Service. Velocity Vehicle Group (VVG). Moving You Forward.

6.2/10
W

Wrap Effects: Vehicle Wrapping in Kansas City, MO Black shield with a white check mark.Black icon of coins, money bag, and dollar symbol.Calculator next to a coin with a dollar sign.Black document with a checkmark badge.Black silhouette of a family hugging: two adults embrace a child.Icon of a tall building with two smaller buildings on either side.Three overlapping speech bubbles with dots, indicating a conversation.Contact Us

6.2/10
T

Towing & Vehicle Recovery Services | Peoria, Illinois | Dependable Towing & Recovery A black map pin with a white circle in the middle on a white background.A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.A black and white drawing of a price tag with a medical symbol 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.

6.2/10
Z

ZOELLER Waste Trucks

6.2/10
J

Jeep Lifts Kits Lynchburg, VA | Auto Xtras A line drawing of a thumbs up sign on a white background.A black and white icon of a store with a window.A black and white drawing of a wheel on a white background.A black and white icon of a trampoline on a white background.A hand is holding a wrench on a white background.A black and white drawing of a ribbon with a star on it.A black and white icon of a speech bubble on a white background.CloseClose

6.2/10
C

Car Parts Port Jefferson Station, NY | NAPA Auto Parts Black SUV with roof rack.Black SUV side view.Hand holding a round percentage sign, radiating lines.Black silhouette of a car, viewed from the side, with visible wheels and windows.Black silhouette of a car repair shop with a car inside and a wrench on top.Hands holding coins with dollar signs, one coin with two signs.Contact Us

6.2/10
W

W.G. Motors | Buy, Sell, Trade - Choose the Best or choose Nothing

6.2/10
Q

Quick Scrap Buyer Chennai

6.2/10
H

Home | Grayson County Diesel, Whitewright Diesels of Texas

6.2/10
A

Auto Repair in Pullman, WA | Evergreen Tire & Auto Repair Review Rating

6.2/10
A

Auto Repair in Tarpon Springs, FL | GR Automotive Review Star Rating

6.2/10
A

Auto Repair Hayden, ID | High Caliber Service Center A black circular target icon with crosshairs and a checkmark in the center.A black icon showing a checkmark inside a circular target symbol.A black icon of a checkmark centered inside a target reticle.A black checkmark icon centered within a circular crosshair target.A black icon of a checkmark inside a circular target or crosshair symbol.A black icon of a checkmark inside a circular target symbol.A black silhouette icon of a car overlapping with a gear containing a wrench, representing automotive repair or service.A simple black icon of an all

6.2/10
J

JG Towing

6.2/10
F

Frankenmuth Insurance

6.2/10
B

Bennett Family of Companies

6.2/10
Y

Yuasa Battery, Inc.

6.2/10
U

Ultimate Bimmer Service

6.2/10
T

Text

6.2/10
T

Tint World

6.2/10
B

Batteries Plus

6.2/10
H

Hertz Car Sales

6.2/10
P

Pelonis Technologies

6.2/10
G

German Car Depot

6.2/10
B

Bruno Independent Living Aids, Inc.

6.2/10
C

Cash for Junk Cars Online

6.2/10
W

Washington DC Advantage Locksmith

6.2/10
C

Chemical Guys

6.2/10
G

Gerber Collision & Glass

6.2/10
F

FinditParts: Online Supplier for Semi Truck Parts & Heavy Duty Commercial Vehicle Accessories

6.2/10
T

The National Association of Small Trucking Companies

6.2/10
A

Atlanta Toyota

6.1/10
J

JBs Power Centre

6.1/10
M

MNC

6.1/10
M

Mua Xe Giá Tốt

6.1/10
R

Recetín

6.1/10
S

Slime Products

6.1/10
J

Jean Lain Mobilités

6.1/10
H

Heycar

6.1/10
B

Buy or Sell Your Car Your Way

6.1/10
P

Periódico EL JAYA

6.1/10
B

Bosch Auto Parts

6.1/10
S

Shop Chevy OEM Parts & Accessories Online

6.1/10
A

American Autowire

6.1/10
E

eEuroparts

6.1/10
T

Tom

6.1/10
B

Bay Riders Group

6.1/10
M

Move Electric

6.1/10
B

Building a Sustainable Business for a Sustainable Future

6.1/10
E

Environmental Products & Services

6.1/10
U

Used Car Dealership In Green Bay

6.1/10
F

Foss Motors Jeep RAM Chrysler Dodge Dealer Portsmouth, Manchester NH

6.1/10
U

U.S. Coast Guard Questions

6.1/10
G

Gibson Exhaust Systems

6.1/10
N

New & Used Chrysler, Jeep, Dodge, Ram Vehicles in Columbus, OH

6.1/10
R

Race Technologies

6.1/10
M

Modern Aircooled

6.1/10
R

RPSIns

6.1/10
H

HOLT CAT Machines & Engines: Caterpillar Machines, Heavy Equipment, Generators, Texas

6.1/10
P

Pureinfluencer

6.1/10
G

Golden Rule Auto Care

6.1/10
D

Duo-Form

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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