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.

320,340
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,340 Automotive Brands

AI-Ready8-10
<1%
85
Getting There6-7
7%
21,823
Needs Work4-5
62%
199,957
Not Discoverable0-3
31%
98,475

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

320,340 brands scored - page 129 of 3,204

A

Autohub Express

6.1/10
T

Trusted Towing Services

6.1/10
C

Cars for Cash Milwaukee, WI | Burnham Auto Salvage A phone with a speech bubble on it.A clipboard with a piece of paper on it.shutterstock_203301850_tow

6.1/10
B

BNS Garage Door & Gate Services

6.1/10
E

Expert Auto Transport Across U.S. | Budget Transporter 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

6.1/10
A

Automotive Maintenance & Repair | Burt Bros | Atlanta LocationAlignmentsComprehensive RepairsFamily

6.1/10
A

Auto Repair in Olympia, WA | Busy Bee Automotive, LLC Star Rating Icon

6.1/10
T

Trucking Companies Review

6.1/10
A

Auto Accessories Store | Wichita, KS | Central Equipment Black and white icon of an air compressor with a tank, motor, and wheels.Generator with lightning bolt, and plugged into a power outlet.Car on a lift in a repair shop.Black icon of a machine with a patterned roller, likely for roadwork or construction.Car on a lift in a repair shop, seen from the front.Three overlapping speech bubbles with dots inside, indicating conversation.Contact Us

6.1/10
C

Car Detailing, Mobile Auto Detailing Cost, Surrey, BC

6.1/10
C

Candy Apple Custom II, Inc

6.1/10
N

Nova Warranty

6.1/10
C

Collision Specialists Tacoma

6.1/10
P

Passionate Vehicle Care Fort Myers, FL | Conscious Car Care A bunch of black dots on a white background.Scroll Down TextA bunch of black dots on a white background.Three Lines SeparatorA black rectangle with a white border on a white background.A black rectangle with a white border on a white background.A black and white drawing of three lines on a white background.A trophy with a star on it is in a black hexagon.A white icon of a woman in a black hexagon.A diamond icon in a black hexagon on a white background.A group of three women standing next to each other.A black and white icon of a wheel and a spray bottle.A line drawing of a person holding another person 's hand.A black and white icon of a certificate with a ribbon.A bunch of black dots on a white background.A black rectangle with a white border on a white background.There are many black dots on a white background.A pair of black quotation marks on a white background.5 Star RatingA black rectangle with a white border on a white background.A black and white drawing of three lines on a white background.

6.1/10
D

Derco

6.1/10
A

Auto Repair in Greeley, CO | CRF Automotive Specialists Review Star Rating

6.1/10
D

Dent Master Franchise

6.1/10
D

Diamond Auto Logistics Nationwide Car Shipping (619) 507-3670‬

6.1/10
A

Auto Care Specialists | Denton, TX | DeWayne's Front view of a black car with dotted sensors or motion detection markers around itBlack wrench icon on a white backgroundCrossed screwdriver icon in black line art on a white backgroundBlack briefcase icon with a handle and silver clasp stripsBlack gear with a wrench icon inside, representing settings or maintenanceBlack gear with a wrench icon inside, representing settings or maintenanceBlack gear with a wrench icon inside, representing settings or maintenanceBlack icon of three people holding hands in a circle, representing community or supportBlack user icon with three stars above itBlack worker with hard hat holding a wrench iconBlack checklist with checkmarks and a shield icon, symbolizing verification or securityBlack thumbs

6.1/10
D

Diesel Components, Inc

6.1/10
E

Elegant Lock & Key

6.1/10
C

Craft Auto Services

6.1/10
D

DR TOWING & TRANSPORT

6.1/10
A

Auto Body Shops Attleboro, MA | East Coast Collision Center A black icon showing a stopwatch with a checkmark symbol overlapping a calendar grid.A black icon depicting a telephone handset overlaid on a circular clock face.Black icon of a delivery truck with a package symbol on the side.A white document icon with a black shield containing a checkmark, representing secure or verified documentation.A black icon of a circular badge with two ribbons at the bottom, containing a white checkmark symbol.A black shield icon containing a white clock face.A black icon showing a car with a paintbrush above it, representing car painting or detailing services.A black icon of a car involved in a collision, depicted by a starburst shape on the driver's side front fender.A black icon of a car connected to an electric plug, representing an electric vehicle.A black silhouette of a dump truck facing left on a white background.A black and white icon showing a paint can with a brush, a bottle, and a tube of paint.A black icon of a hammer hovering over a car.A black icon of three overlapping speech bubbles, representing group chat or conversation.Contact Us

6.1/10
E

E-Motion Wheel Repair And Powder Coating

6.1/10
A

Auto Repair Arlington, MA

6.1/10
E

Elite Automotive

6.1/10
S

Shop Upgrades for your Honda Pioneer and Talon Parts & Accessories

6.1/10
P

Polaris Ranger Accessories and Parts For XP 1000, XD 1500, New 500, Northstar, Crews, and more!

6.1/10
L

Les Équipements Maniwaki

6.1/10
E

European Car Repairs | EuroTek Specialist | Bentonville, AR Black SUV, front view.Black car and wrench icon.Black digital key icon with circuit board elements.Three overlapping speech bubbles with dots inside.Contact Us

6.1/10
E

Ewing Automotive | San Antonio & Converse, TX Auto Repair Review Star Rating

6.1/10
G

Garage Door Services Sunrise, FL

6.1/10
G

Gary Smith Honda

6.1/10
A

Auto Repair Pueblo, CO | Geared Up Auto Care LLC Phone IconPhone IconPin IconAuto Maintenance IconSuspension IconFlakes IconBrakes IconFluid IconTune Up IconQuote Iconhibu

6.1/10
N

New & Used Kia Dealership In St. George, UT

6.1/10
G

Garage Doors Repair Arvada - Repair

6.1/10
U

Used Trucks Spokane WA

6.1/10
G

Gentry

6.1/10
G

Grinnell Firestone | Tires & Automotive Repair | Grinnell, IA Hand holding a credit card.Wallet with cash iconDelivery truck icon.Tablet with WiFi signal icon.Two balloons tied together.Cup of hot beverage.Key and tag on a white background.A certificate with a ribbon seal.Two hands shaking, representing an agreement or deal.

6.1/10
P

PSO EV

6.1/10
B

Battery Stores Lakeville, MN | Farmington, MN Contact Us

6.1/10
G

Gregg Young Toyota Columbus

6.1/10
G

Goodwin Chevrolet Brunswick

6.1/10
K

Knight's Automotive

6.1/10
A

Auto Repair Cranberry Township, PA | Keith's Service Center CloseClose

6.1/10
U

Umansky Chevrolet

6.1/10
L

Left Coast Asphalt Paving Los Angeles | Asphalt Contractors in Los Angeles, CA estimated_quoteArtboard 3

6.1/10
A

Auto Glass Shop in Snellville & Conley, GA | Low Price Auto Glass A blank, white image.Empty white canvas.Black location marker icon.A blank white background.A solid white background.Empty white background.Blank white screen.Empty white space.

6.1/10
L

Legacy Garage Doors

6.1/10
C

Collision Repair

6.1/10
M

Mobile Mechanics Of San Aantonio

6.1/10
D

DetailBroski Mobile Detailing Chula Vista - Best Car Detailing Chula Vista

6.1/10
M

Milwaukee Truck Parking

6.1/10
M

Mercedes

6.1/10
A

Auto Body Repairs Peabody | Salem | Mike's Custom Auto Body CloseClose

6.1/10
E

EuroPro

6.1/10
C

Carbase: South West's Favourite Used Car Supermarket & Award Winning RetailLocation iconSearch icon

6.1/10
M

Melloy Chrysler Jeep Dodge Ram

6.1/10
N

New Life Parts Trading LLC

6.1/10
M

Moto Sport 100 Limites

6.1/10
L

Lapointe Sports Louiseville

6.1/10
A

Auto Repair Experts in Reno, NV | Nonstop Auto Review Stars Rating

6.1/10
C

CDRF of Manhattan & Jeep of Manhattan

6.1/10
A

Auto Glass Shop | O.E. Auto Glass Right arrow iconRight arrow iconRight arrow iconRight arrow iconRight arrow iconRight arrow iconReviews icon

6.1/10
N

Nashville Locksmiths

6.1/10
P

Panther Garage Pros

6.1/10
S

Subaru Denver CO

6.1/10
A

Automobile Paquin

6.1/10
M

Minnesota Performance

6.1/10
R

Rahway NJ Locksmith

6.1/10
R

Red Seal Recruiting

6.1/10
R

Reliable Garage Door Repair

6.1/10
P

Prestige on Whyte

6.1/10
A

Auto Repair in Dover, DE | Airbase Automotive Repair Inc Shape Effect

6.1/10
P

Professional Fence Repair in Venice, FL 34293. Call us now.

6.1/10
J

JA8 ScrapCar Singapore

6.1/10
G

Garage Works LLC

6.1/10
L

Locksmith Westminster CO | 24 hr emergency, home, work Clock with a counter

6.1/10
#

#1 Window Tinting Nampa

6.1/10
S

Shine My Ride 757 Detailing & Ceramic Coatings

6.1/10
U

Used Cars Kent WA

6.1/10
A

Auto Repair Poplar Bluff, MO | Spencer Tire and Auto Repair Transparent pricing and estimates iconA black and white icon of a calendar with squares on it.A man is standing next to a medal with a star on it.A man wearing headphones and a headset is holding a check mark.A black and white icon of a percent sign on a white background.A hand is holding a bag of money and a gear.A black and white icon of a calendar with an x in a circle.A black and white icon of a check mark in a circle.A black and white icon of a speech bubble on a white background.CloseClose

6.1/10
S

Superior Overhead Doors

6.1/10
M

Mount Airy Chevrolet GMC Dealer

6.1/10
S

Security Locksmith

6.1/10
T

Towing Services

6.1/10
T

Tirestop & Road Service

6.1/10
S

Scrap Metal Recycling Mattoon IL | Casey IL | TNT Recycling Three overlapping speech bubbles with dots inside.Contact Us

6.1/10
T

Towing Service NYC - Tow NYC | Towing Service NYC | 917-508-3166

6.1/10
S

SWFT Towing: 24/7 Towing & Roadside Assistance in Colorado Springs alt=""alt=""alt=""

6.1/10
E

Ebenezer Tire Shop

6.1/10
G

Glendale Locksmith 24/7 service Opening quotation mark.W St John Ave, Glendale, AZ 85308 USAphone symbol blackmailing envelope symbol black outline

6.1/10
P

Preferred Auto Body Prescott AZ | Collision Repair & Dent Removal preferred auto body collision iconpreferred auto body work iconpreferred auto body paintless dent repair icon

6.1/10
T

Twin B Cash for Cars

6.1/10
U

Ultimate Automotive Service Center | Auto Repair Urbandale CloseClose

6.1/10
S

Smart Garage Doors

6.1/10
A

Auto Repair Services | Lebanon, TN | Superior Auto Repair Black checkmark inside a circle icon on a white backgroundBlack checkmark inside a circle icon, indicating approval or completionBlack check mark inside a circle icon on a white backgroundBlack check mark inside a circle icon on a white backgroundBlack check mark inside a circle icon on a white backgroundBlack check mark inside a circle iconBlack storefront icon with an awning and a ladder

6.1/10
W

Wet Detail

6.1/10
T

Towing Saskatoon SK

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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