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.

319,808
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,808 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
20,890
Needs Work4-5
61%
195,254
Not Discoverable0-3
32%
103,582

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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319,808 brands scored - page 103 of 3,199

P

Pensacola Lock & Safe

6.1/10
P

Permian Radiator

6.1/10
H

Hyundai Dealership in Avondale AZ

6.1/10
H

Heavy Duty Transaxle

6.1/10
E

Evolve Graphic Solutions

6.1/10
N

New & Used Cars For Sale

6.1/10
T

Toyota of Seattle

6.1/10
D

Don Wood Automotive

6.1/10
T

Turner Auto Care

6.1/10
T

Trusted Reno Auto Repair: Quality Service from Locals

6.1/10
R

Renton, WA Honda Dealership

6.1/10
S

Seal-Rite

6.1/10
E

Elite Auto Repair

6.1/10
C

Charlies Foreign Car

6.1/10
A

Auto Body | Pineville, NC | S & M Auto Paint & Body Shop Black bill and calculator icon, showing invoice or finance payment.Black walking pedestrian icon on a white backgroundBlack hands holding a shield icon for protection or securityThree black silhouetted people icons with stars above them, suggesting a team or group awardBlack front

6.1/10
R

Richfield Blacktop

6.1/10
G

GMC Dealer

6.1/10
M

Marks Air

6.1/10
D

Diesel Freak

6.1/10
C

Connie and Dick's Service Center | Auto Repair and Service since 1960

6.1/10
P

Prebuilt Structures

6.1/10
T

Towing Service in Birmingham, MI

6.1/10
D

DD26 Fishing

6.1/10
G

GMC Dealership Biddeford ME

6.1/10
W

Welborn Garage Doors

6.1/10
M

Motorcycle, Dirt Bike, ATV Dealer near Chicago

6.1/10
J

JDM Legends Store

6.1/10
P

Pooler Chevrolet Dealer in Pooler GA

6.1/10
H

Home

6.1/10
D

Dyer Mazda Vero Beach

6.1/10
C

Central Surplus

6.1/10
E

EchoMAV Technologies

6.1/10
C

Coach Specialists of Texas

6.1/10
R

Reflex Automotive

6.1/10
A

autotechwestislip

6.1/10
I

Industrial & Commercial Automotive, Truck Radiator Parts, Welding Shop, Tank Leak & Emergency Repair Service Chicago, East Dundee, Joliet, Peoria, Bensenville IL An icon of a radiator with a wrench attached to it.An icon of a radiator with a wrench attached to it.Family inside a house with a gear icon.A hand is holding a wrench in front of a gear.A medal with a star in the middle and a red ribbon around it.A map with a pin and a gear on it.An icon of a gear in a speech bubble.

6.1/10
C

Conestoga Collision | Berwyn PA Auto Body Repair Chester County PA | Conestoga Collision provides reliable auto collision repair services in Berwyn PA, Malvern PA, West Chester PA, Paoli PA, Devon PA, Wayne PA, King of Prussia and Chester County, PA.

6.1/10
H

Home

6.1/10
A

Advanced Auto Repair

6.1/10
A

Auto Repair in Tyler, TX | Engines Express Reviews Stars Rating Icon

6.1/10
N

Nalley INFINITI of Atlanta

6.1/10
L

Locksmith | Dexter Locksmith Service, Inc. | Chicago, IL req

6.1/10
Y

yournutz

6.1/10
J

Jerry’s Lock & Key LLC

6.1/10
A

Artemis Locksmith Residential, Commercial and Automotive Locksmith Services

6.1/10
S

Sparks Nissan

6.1/10
L

Leasco Automotive

6.1/10
W

Westside Chevrolet

6.1/10
N

New Hyundai Dealer in Murfreesboro TN

6.1/10
J

John Andrade Insurance Agency, Inc.

6.1/10
N

NorthWest Locksmith Portland

6.1/10
S

Sherrill Paint & Body

6.1/10
P

Parker4x4 - Four Wheel Drive & Auto Repair

6.1/10
K

King Bearings - Engine Bearing Specialists

6.1/10
N

New & Used Ford Dealership

6.1/10
W

Welcome to Feldman Chevrolet of Highland

6.1/10
R

Rowlett Motorwerks

6.1/10
B

Bob Rohrman Kia

6.1/10
B

BMW of Houston North

6.1/10
E

Expert Auto Repair in Tomball, TX | Kennedy Auto Solutions Phone IconLocation IconHours IconPhone IconLocation Icon

6.1/10
U

Used Cars Cary NC

6.1/10
A

Auto Repair Shop in Chelsea, AL | Legacy Tire & Service A black star is floating in the air on a white background.A black shield with a white check mark on it.red phone iconA black and white icon of a calendar on a white background.A black and white drawing of a tire on a white background.A black and white icon of a hand holding a wrench.A black and white icon of a ticket with a percent sign on it.A white check mark in a black circle on a white background.A black and white icon of a paper with a check mark on it.A black and white silhouette of a handshake on a white background.A black and white drawing of a tire on a white background.A black and white clock with the letter l on it is in a circle.A group of people standing next to each other on a white background.A black and white icon of a cell phone with three arrows on the screen.A black shield with a white check mark inside of it.A black shield with a white check mark inside of it.A black shield with a white check mark inside of it.A black shield with a white check mark inside of it.A black and white drawing of the number 99 on a white background.A black and white drawing of the number 99 on a white background.A black and white drawing of the number 99 on a white background.A black and white drawing of a tire on a white background.A black and white silhouette of a brush , toothpaste , and a crown on a white background.A black and white icon of a stack of tires on a white background.A black and white icon of a tire with an arrow pointing down.A black and white icon of a tire with arrows pointing in opposite directions.A black and white icon of a cactus with a check mark on it.A black and white silhouette of an oil can with a drop of oil coming out of it.A black and white icon of a brake disc on a white background.A black and white icon of a wrench and a check mark.A black gear with a wrench in the middle on a white background.A black and white icon of a truck with a tire on top of it.A black and white icon of a paper with a magnifying glass.A black and white icon of a bottle on a white background.A black and white icon of a tire with arrows pointing in opposite directions.A black and white drawing of a snowflake on a white background.A black and white icon of a car battery with a lightning bolt on it.A black and white icon of a belt with circles and a cross on it.A black and white icon of a camera on a white background.A black and white silhouette of a car engine on a white background.A black and white silhouette of a fan on a white background.A black and white icon of a motor on a white background.A black and white icon of a screw on a white background.A black and white icon of a dumbbell on a white background.A black lightning bolt in a circle on a white background.A black and white silhouette of a exhaust pipe on a white background.A black and white icon of a car engine on a white background.A black and white icon of a car on a white background.A black and white icon of a hose on a white background.A black and white icon of a jeep shock absorber on a white background.A black and white drawing of a gear shift on a white background.A white check mark in a black circle on a white background.A white check mark in a black circle on a white background.A white check mark in a black circle on a white background.A white check mark in a black circle on a white background.

6.1/10
V

Vaya Space

6.1/10
H

Home

6.1/10
B

Bill Dube Ford Toyota Kia

6.1/10
J

Jr Truck Service

6.1/10
C

Chevy Dealer Near Corpus Christi

6.1/10
F

First Choice Collision

6.1/10
P

Pristine Motorsports

6.1/10
C

Chevy Financing Options & Auto Loans

6.1/10
M

Mile High Locksmith®

6.1/10
S

Sea-Land Chemical Company

6.1/10
S

State College's #1 Car Wash & Detail Center

6.1/10
G

Genesis Dealership in Scottsdale AZ

6.1/10
B

B&J Body Shop

6.1/10
S

South Bay Ford

6.1/10
N

National Lift Truck

6.1/10
P

Phil Smith Acura, Your South Florida Acura Dealership

6.1/10
W

Welcome to Wickstrom Auto Group

6.1/10
A

Arts SLO Cyclery

6.1/10
P

PetrolWerks

6.1/10
L

Les Stanford Is THE Cadillac Dealer for Metro Detroit

6.1/10
P

Putnam Ford Burlingame

6.1/10
A

Auto Repair Services in Schaumburg, IL | Eric's Auto Lab Reviews Stars Rating

6.1/10
A

Anderson Auto Group

6.1/10
F

Flash Drive Motors - EVolve Your Ride

6.1/10
T

Top Vehicle Detailing In St. Louis, MO | A&G Auto Spa A bunch of black dots 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 bunch of black dots 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 black and white silhouette of a telephone on a white background.A close up of a white necklace on a black background.A black and white icon of a guitar pick with a white circle in the middle.

6.1/10
M

Midwest Tinting

6.1/10
N

Napleton Kia of Carmel

6.1/10
B

Best Reviewed Toyota Dealer in PA

6.1/10
A

Adkison Towing

6.1/10
S

Spectrum Car Care | Gilbert, AZ ratingArtboard 1ratingArtboard 1ratingArtboard 1ratingArtboard 1

6.1/10
B

Bump my Brand

6.1/10
T

Texas Country Ford

6.1/10
E

Ed Napleton St Louis Nissan

6.1/10
T

Toyota Dealer in Easton, PA Serving Bethlehem Bangor

6.1/10
C

Cherokee County Toyota

6.1/10
T

Toyota Dealer in Clinton NC

6.1/10
B

BA Auto Care

6.1/10
J

Jeep Dodge Ram Dealer In Long Island, NY

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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