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.

320,317
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,317 Automotive Brands

AI-Ready8-10
<1%
81
Getting There6-7
6%
20,723
Needs Work4-5
61%
193,956
Not Discoverable0-3
33%
105,557

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

320,317 brands scored - page 86 of 3,204

M

Maplegreen Tree Services

6.2/10
L

Local Beings

6.2/10
W

We Buy Junk Cars Fast

6.2/10
L

Locksmith PHILLY

6.2/10
B

BadDrivingRecord.com

6.2/10
A

Auto Repair in Athens, GA | Car Craft of Athens Review Star Rating

6.2/10
D

Diesel Control Technicians Inc | Diesel Shop | Hutchinson KS CloseClose

6.2/10
A

Auto Services in Henderson, NV | Sansone's Automotive Review Star Rating

6.2/10
D

Diesel Repair Denver

6.2/10
M

M&L Truck Service

6.2/10
J

Japanese Auto Specialist

6.2/10
A

Auto Repair Services | Vince's Auto Repair | Baltimore, MD A black and white icon of a person in a circle with three stars.A black gear with a check mark inside of it on a white background.A black and white icon of a car with wrenches and gears on top of it.A car with a check mark next to it on a white background.A black and white clock icon on a white background.A calculator and a coin with a dollar sign on it.A black and white icon of a speech bubble on a white background.CloseClose

6.2/10
B

Bavarian Performance Specialists

6.2/10
W

Welding and Tow Bars

6.2/10
M

Midwest Companies

6.2/10
A

Auto Body Shop Houston TX — Santa Ana Body Shop

6.2/10
S

Santa Clarita Garage Doors

6.2/10
R

Route 33 Nissan

6.2/10
R

Radiator Repair Denver, CO A black and white shield with a check mark on it.A black and white silhouette of a plug on a white background.A black tag with a hole in the middle on a white background.A black and white icon of a stopwatch on a white background.A black and white icon of a medal with a heart in the center.A hand is holding a wrench in a shield.A padlock with a dollar sign on it.A black and white icon of a certificate on a white background.A black and white icon of a speech bubble on a white background.CloseClose

6.2/10
T

Truck Body Parts Edmonton

6.2/10
T

The Silent Gardener

6.2/10
T

Tyre Express Uganda Ltd

6.2/10
W

Window Tinting Services Fair Oaks Ranch, TX CloseClose

6.2/10
V

Viro Rentals

6.2/10
Z

Zeus Cash For Junk Cars

6.2/10
P

Pemberton Auto Repair - Silvhorn Automotive Clock Icon

6.2/10
C

Collision Repair

6.2/10
M

Mobile Mechanic Of Orlando

6.2/10
A

Auto Repair Shop Jersey Village | Poutous 1960 Auto Repair Pickup truck on a lift, representing auto repair. Black silhouette on white background.Black calendar icon with a checkmark, indicating a confirmed date or event.Headset with a clock inside a speech bubble, indicating a support service with time considerations.Car being cleaned with liquid, a bottle pours onto its windshield.Black and white icon of a multimeter with a needle display and two dials, connected to two probes.Black icon of documents, a building, and a shield with a checkmark, representing secure agreements or property insurance.Black car with open door and driver, person exiting the vehicle.Black silhouette of a pickup truck with two white

6.2/10
T

Transmission Shop Queen Creek, AZ CloseClose

6.2/10
S

Scarborough Towing

6.2/10
L

Locks By The Bay

6.2/10
W

Windshield Replacement Arlington, WA | Marysville Glass Fix req

6.2/10
A

Auto Repair in Woodbury West, Woodbury East, & Hastings, MN | Paramount Auto Service Star Rating

6.2/10
A

Auto Repair in Cary, NC | P&A Smith Auto Maintenance Reviews Stars Rating Icon

6.2/10
A

Auto Repair in Pflugerville, TX | Long's Automotive Review Star Rating

6.2/10
E

El Cajon Window Tinting

6.2/10
T

The New Way to Buy or Lease a Car — 100% Online + Home Delivery

6.2/10
A

Auto Repair & Body Shop in Tinley Park & Chicago, IL Car RepairHigh

6.2/10
C

Ceramic Coating & Detailing | Premier Plus Detailing | Orlando, FL A black star is on a white background.A black star is on a white background.A black and white icon of a check mark in a circle.A black and white icon of a passport with a picture of a person on it.A man is holding a ribbon with a star on it.A black and white drawing of a bottle of bleach and a spray bottle.A black star is on a white background.A black star is on a white background.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
A

Auto & Diesel Repair Shop Superior, WI CloseClose

6.2/10
W

Watkins MFG INC.

6.2/10
C

Car Repair Oregon City, OR | AutoTeam Automotive Repair Black sync arrows around a checkmark iconBlack award badge with a white checkmark iconBlack gear with a dollar sign in the center, representing finance or settings for moneyChecklist icon with checkmarks, gear, and badge on black backgroundUser silhouette with three stars above itBlack circle with a white check mark iconBlack speech bubble icon with two white horizontal lines inside.Contact Us

6.2/10
D

Diesel Parts Eau Claire, WI | Eau Claire Diesel A black and white icon of a box with a check mark on it.A black and white icon of a gear with a wrench in the center.A man wearing a hard hat and overalls is holding a wrench.A black and white icon of a ribbon with a check mark in the middle.A white check mark in a black circle on a white background.A black and white icon of a box with a check mark on it.A black and white silhouette of a motor on a white background.A black and white icon of a turbocharger on a white background.A black and white icon of a spark plug on a white background.A black and white silhouette of a gas pump on a white background.A truck with two wrenches on the back of it.A black and white icon of a motor with a gear attached to it.A black and white icon of gears and a belt.A black speech bubble with an exclamation point inside of it.A black and white icon of a speech bubble on a white background.CloseClose

6.2/10
C

Chevrolet Dealer in Moreno Valley, CA

6.2/10
A

Auto Glass & Tint Services

6.2/10
A

Auto Repair in Tacoma & Puyallup | Easy Street Auto Review Star Rating

6.2/10
A

Auto Repair | AutoPROS Total Car Care | Milford, OH Black circular badge with white checkmark.Black seal with white checkmark.Black seal with a white checkmark.Black badge with white checkmark.Black check mark in a jagged

6.2/10
A

Auto Repair in San Antonio, TX | AutoWorks STAR RATING

6.2/10
N

New Creation Tree Service

6.2/10
C

Classic Car Restorations, Rebuilds, Replicas in Maricopa, AZ

6.2/10
L

Locksmith Jacksonville FL | Residential & Commercial

6.2/10
I

Imperial Motorcycles

6.2/10
M

Morgan County Sheriff's Office | Sheriff James R. Fisher

6.2/10
A

Auto Repair in Rochester, NY

6.2/10
A

Auto Repair in Rogersville, MO | Craig Automotive Services Review Stars Rating

6.2/10
A

Auto Repair Shop- Richmond, VA | Williams Auto Service Review Star Rating

6.2/10
E

Electrician | K Depalma Electric Electricity IconElectricity IconFAQ IconElectricity IconElectricity IconStars IconStars Icon

6.2/10
S

State Automotive - Comprehensive Auto Care in Midvale, UT Reviews Stars Rating Icon

6.2/10
D

Direct Connect Auto Transport

6.2/10
A

Auto Repair Minden, LA | Tires, Truck Accessories, More Black outline icon of a car with a wrench and warning triangle, indicating vehicle service issueBlack line icon of a film reel with a gear wheel.Line drawing of a car seat with headrest and tilted seatback, shown in profile.Isometric line drawing of a small pickup truck with an open cargo bedBlack car with a gear icon, suggesting vehicle settings or repair optionsBlack wheel or tire icon with a white hub and six spokes on a white backgroundFront view of a black car icon with white outline and headlights on a white backgroundThree people icons under a gear, representing team settings or managementBlack location pin icon with a circular base markerBlack car with wrench and gear icon, suggesting vehicle repair or maintenanceBlack closing quotation marks on a white backgroundBlack car wheel with silver rim on a white background

6.2/10
K

Kennedy Locksmith

6.2/10
A

Auto Repair in Southampton, NY | Joe’s Garage Inc. Star Rating

6.2/10
J

Junk Yards Near Me

6.2/10
T

Transmission Masters, Inc | Murfreesboro, TN | La Vergne, TN Transmission Diagnostic RepairsSpecialized Transmission ServicesTransmission RepairContact Us

6.2/10
D

Dent Physicians | Automotive Dent Repair | Merriam, KS Empty white image.Black location pin icon.Black telephone handset with sound waves indicating a call.Black telephone with sound waves, indicating a call.Black location pin icon.Black check mark inside a circle.Black check mark inside a black circle.Black check mark inside a circle.Black check mark inside a circle.Black checkmark in a circle.Black check mark inside a black circle, on a white background.Black location pin icon.Black telephone with sound waves, indicating a call.

6.2/10
T

Transmission Repair St Charles, MO | Transmissions And More Person with arms crossed next to a wrench, likely indicating technical support or repair.Black car with wrench and gear icon.Financial document with dollar sign and calculator.Handshake icon inside a black starburst.Black shield icon with checkmark inside, surrounded by sparkles.Document icon with a shield and check mark, indicating security or approval.Black and white gear icon.Three people with three stars above their heads.Three speech bubbles overlapping, representing a conversation.Contact Us

6.2/10
A

Auto Body Services Lawrenceville, GA | Top Notch Collision Car next to a shield, representing car insurance.Car and wrench icon, representing auto repair or service.Car with a check mark inside a circle, indicating approved vehicle.Black silhouette of a key.Calculator with a dollar sign.Two luggage tags equal sign.Calendar icon.Black car silhouette with red wrench held by a red hand, suggesting auto repair.Black car being painted with red spray gun.Blank white screen.Black car silhouette with a red magnifying glass, representing a vehicle search.Black speech bubble with three horizontal lines.CloseClose

6.2/10
L

Legacy CJDR in Island City, OR

6.2/10
C

Chantilly Service Center | Expert Auto Repair in Chantilly, VA Black car on a car lift.Air conditioning unit icon emitting air.Car battery icon with lightning bolt symbol.Black car brake system icon.A car on a diagnostic screen with an arrow pointing to the car.Car being inspected with checklist and magnifying glass.Electric car with charging symbol above.Gas pump filling a car.Three overlapping speech bubbles with dots, indicating a conversation or discussion.Contact Us

6.2/10
A

Auto Repair in Annville, PA | Central Auto Works Review Star Rating

6.2/10
L

Locksmiths | Lock Solutions | Los Angeles County, CA req

6.2/10
L

Lapointe Sports Joliette

6.2/10
3

305 Garage Doors

6.2/10
C

crime-stoppers

6.2/10
A

a2b Logistics

6.2/10
O

Orange Diesel Repair - All American Diesel and Fleet Services Phone Icon | All American Diesel and Fleet ServicesLocation Icon | All American Diesel and Fleet ServicesBusiness Hours Icon | All American Diesel and Fleet ServicesMy Garage Icon | All American Diesel and Fleet ServicesLocation Icon | All American Diesel and Fleet ServicesBusiness Hours Icon | All American Diesel and Fleet ServicesPhone Icon | All American Diesel and Fleet ServicesFree
Wi

6.2/10
H

Home | All Access Garage Doors | Platte City, MO Hamburger menu iconThree people with a badge, implying recognition or achievement.Clock icon with an arrow around it, indicating time.Two people icons connected by arrows, depicting a cycle.Black coin with a white dollar sign symbol.Black shield with a white checkmark, representing security or approval.Black and white illustration of a house with a garage.Diagram of a spring and shock absorber.Black and white garage icon with a roll

6.2/10
A

Auto Key Locksmith Gaithersburg, MD | Auto Keys LLC Black stick figure walking rightward on white background.Car icon next to a remote control. The remote has a signal symbol and buttons.Handshake with a clock circling above it, symbolizing a timed agreement.Document icon with a pencil, indicating editing or writing.Black car key icon.Hand holding a shield with a checkmark, symbolizing security and protection.Three overlapping speech bubbles with ellipsis dots, suggesting a conversation.Contact Us

6.2/10
A

Auto Repair Lebanon, TN | Bradford Autocare LLC CloseClose

6.2/10
2

24/7 Emergency Vehicle Towing, Heavy Duty, Roadside Assistance Oak Grove, Peculiar, Cameron MO, Smithville, North Kansas City, Kansas City - Brad's Towing & Recovery LLC 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 row of black stars on a white background.A row of black stars on a white background.A black and white drawing of a headset with a microphone.

6.2/10
B

Brandon's Auto Repair & Diesel Service in Lubbock, TX Icon

6.2/10
A

Atlanta Tow Services | Fast & Affordable - C3M Towing Roadside Emergency Help

6.2/10
B

Brake Repair Springfield, MO | Capstone Automotive CloseClose

6.2/10
C

Cash for Cars - Sell My Car 562-248-6109

6.2/10
Q

Quick 24/7 Car Recovery | Available Now | Car Recovery Hull estimated_quoteArtboard 3

6.2/10
T

Trusted Auto Repair in Runnemede, NJ | Charlie’s Complete Auto Service Review Star Rating

6.2/10
C

Cruz Automotive

6.2/10
A

Auto Body Shop Avon, OH | Ernie's Auto Body CloseClose

6.2/10
C

Car Locksmiths Near Me Caldwell, ID | Elite Key Solutions A black and white icon of a lock with a key in it.A black and white icon of a keyhole and a wrench.A hand is holding a coin with a dollar sign on it.A black and white icon of a person in a circle with three stars.A black and white icon of a pan with a spoon in it.A calculator and a coin with a dollar sign on it.A black and white icon of a speech bubble on a white background.CloseClose

6.2/10
A

Auto Repair Shop West Bridgewater, MA A black and white icon of a clock with an arrow pointing to the right.A black and white icon of a car with a wrench attached to it.A black and white shield with a check mark on it.A group of cell phones with dollar signs on them.A silhouette of a person with three stars around his head.A black and white icon of a calculator , a dollar sign , and a sheet of paper.A black and white icon of a wifi signal on a white background.A black and white drawing of a row of chairs and a window.A black and white icon of a speech bubble on a white background.CloseClose

6.2/10
C

Car Detailing Bridge City, TX | Orange, TX CloseClose

6.2/10
B

BMW Dealership

6.2/10
J

Jeep Dodge Ram Dealer Washington DC, Laurel MD

6.2/10
E

Exotic Window Tinting | Bismarck, Mandan, Lincoln, ND A black and white icon of a car door with a window.A black and white icon of a car door with a window.A black and white icon of a car door with a window.A black and white silhouette of a house on a white background.A black and white icon of a shopping mall.

6.2/10
2

24/7 Tow Truck Near You in Duluth, Alpharetta, Lawrenceville - Express Towing

6.2/10
F

Ford Extended Service Plans - Ford Protect

6.2/10
T

Towing Services Travelers Rest | Greenville | Hawkins Towing Black silhouette of a tow truck with a small car on topBlack tow truck silhouette with hook and crane arm, side view on white backgroundBlack calendar icon with a small clock overlay, indicating a scheduled event or reminderBlack certificate diploma icon with a ribbon sealBlack icon of a person in a hat, suit, and tie holding a briefcaseBlack construction dump truck icon with raised bed and front cab, shown in silhouette.Black outline of overlapping speech bubbles, representing a chat or messaging iconContact Us

6.2/10
G

Grand Service Station -

6.2/10
T

Transmission Repair | Arlington, TX | High Tech Transmission Specialists Map / location iconTransmission Repair — Arlington, TX — High Tech Transmission SpecialistsAutomotive Repair — Arlington, TX — High Tech Transmission SpecialistsPerformance And Vintage Vehicle Repair — Arlington, TX — High Tech Transmission Specialists

6.2/10
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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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