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.

320,173
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,173 Automotive Brands

AI-Ready8-10
<1%
84
Getting There6-7
7%
21,367
Needs Work4-5
62%
197,765
Not Discoverable0-3
32%
100,957

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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320,173 brands scored - page 115 of 3,202

D

DIY Crafts

6.1/10
M

MD Auto & Home Insurance Agent Jonathan David Hancock - State Farm®

6.1/10
H

Homepage

6.1/10
F

Fair Salvage Company

6.1/10
S

Sheehan's Truck Centre Inc.

6.1/10
D

Durango Windshields

6.1/10
N

New Orleans Electrician (MK Electric Man) Electrical Repairs, Panel Upgrades, Code Inspections Louisiana

6.1/10
L

Leading Manufacturer of Highly Engineered Components and Systems

6.1/10
H

Hector's Car Wash & Detail, Inc.

6.1/10
S

Smog World

6.1/10
C

Cats MPO

6.1/10
D

Duval Precision Grinding

6.1/10
G

Get your car Owner's Manual

6.1/10
A

Auto Repair Services in Elgin, IL - Mobil 1 Lube Express Oil Change Services in Elgin, IL

6.1/10
M

Mobile Mechanic

6.1/10
M

mobiletireservicenj.com

6.1/10
K

K&D Truck Parts

6.1/10
A

Affordable Locksmith OKC

6.1/10
A

Aurora Auto Collision

6.1/10
M

Molded Fiber Glass Companies

6.1/10
B

Blu Automotive Repair & Maintenance

6.1/10
H

Helen Bikes Updated

6.1/10
R

Repair Dynamics, Inc. - Steamboat Springs, CO Auto Repair Shop Review Star Rating

6.1/10
K

KP Towing LLC

6.1/10
C

CBI Solar

6.1/10
Y

Your premier site for all Corvette generations!

6.1/10
A

ALSA Automotive Engineering | Reliable Auto Repair, Maintenance & Diagnostics in Abu Dhabi

6.1/10
W

We Buy Cars

6.1/10
A

AAW Perth

6.1/10
W

We Car Transport

6.1/10
B

Blue Knob Auto

6.1/10
J

Jayson's Auto/Truck Service Center | Car and Truck Repair | Edwardsburg, MI Crossed wrench and screwdriver icon.Award ribbon icon.quotes2Artboard 2

6.1/10
F

Fred Beans Subaru

6.1/10
C

Cash For Junk Cars

6.1/10
F

Fareena Corporation Japan

6.1/10
L

Locksmith Morgan Hill

6.1/10
P

Park Place Volvo Dallas

6.1/10
A

Auto Detailing Calgary

6.1/10
B

Buddy's Auto

6.1/10
R

Revista seguros Puerto Rico

6.1/10
A

Alternative Automotive Murrieta

6.1/10
A

Automotive Museum Guide

6.1/10
F

Free Car Magazines

6.1/10
A

AUTO MUSEUM ONLINE

6.1/10
A

Autoworks

6.1/10
A

Auto Repair in Knoxville, TN

6.1/10
C

Car Parking Multiplayer Mod Apk

6.1/10
C

City Car & Truck Rental Toronto

6.1/10
H

Helminc.com

6.1/10
N

New and Used Car Dealer

6.1/10
R

Richland Aviation

6.1/10
R

Redneck Ram

6.1/10
T

Truck Tire Shop & Services

6.1/10
D

dialimotaxi

6.1/10
I

Integrity Safety

6.1/10
G

Golden State Emission Testing

6.1/10
L

LIGHT BOX STUDIO

6.1/10
M

MSB Junk Cars & Used Auto Parts

6.1/10
U

Used Vehicle Dealership Grand Prairie TX

6.1/10
A

ADAS Calibration near Porter TX

6.1/10
H

Houston Auto Glass Guy

6.1/10
T

The leader in outdoor power equipment parts.

6.1/10
S

Scoots

6.1/10
W

www.bmwmotorcycle.com

6.1/10
7

7 Sided Cube

6.1/10
E

EAC Poway

6.1/10
B

Bell Engineering

6.1/10
S

SportsYA: Diario Crítico Deportivo

6.1/10
D

diarimes.com

6.1/10
C

Clackamas Auto Parts

6.1/10
M

Musashi Americas

6.1/10
B

BMW Preservation & Sales Specialists

6.1/10
T

Thrive Automotive

6.1/10
D

Dick Myers CDJR

6.1/10
L

Little Garage

6.1/10
K

Ken's Automotive & Transmissions

6.1/10
E

Entroview

6.1/10
A

AVO Turboworld Global

6.1/10
B

Brake Pads Manufacturers and Suppliers

6.1/10
S

S&S Service Center

6.1/10
J

Jp's Custom Carts

6.1/10
F

Frontrunner Bus

6.1/10
B

Burke Tow Truck |

6.1/10
G

Giesler Marine

6.1/10
D

Diesel Clinic LLC

6.1/10
D

Diesel Pro Power: Diesel Engine Parts

6.1/10
T

Torque Tools & Dot-Peen/Laser Marking Systems | Torque Wrench Calibration

6.1/10
H

Hyundai Motors

6.1/10
T

Tim Uba Automotive

6.1/10
R

Ran When Parked

6.1/10
C

Central Auto Repair and Mufflers Inc.

6.1/10
T

Tire and Wheels Services in Kent, WA - Tires Now Time

6.1/10
L

Locksmith Highland Park, Illinois

6.1/10
A

Auto Repair & Maintenance Home | Titan Auto Service | Lancaster, PA Black location pin icon with a circular centerBlack outline phone handset icon with signal lines on a white backgroundBlack outlined clock icon showing about 4:00 on a white backgroundBlack location pin icon with a circle in the centerBlack phone handset icon with ringing signal linesSimple black clock icon on a white background, showing about 4:00Black location pin icon with a circular centerBlack phone handset icon with ringing signal linesBlack clock icon with hands showing about 4:00Blank white image with no visible contentBlack location pin icon on a white backgroundBlack telephone handset icon with ringing sound linesBlack clock icon with white hands showing about 4:30Black location pin icon on a white backgroundBlack phone handset icon with ringing signal linesBlack clock icon with white hands showing about 5:00Black location pin icon on a white backgroundBlack telephone handset icon with ringing signal linesBlack clock icon with white hands showing 4 o’clockBlack phone icon with sound waves.Black clock showing time.Black location marker.Black location pin icon.Black telephone receiver with sound waves.

6.1/10
M

MyGreenCar

6.1/10
A

Automotive Repair and Car Mechanic Services in Palmdale CA

6.1/10
W

Well Point Water Pump, Submersible Pump, Vertical turbine Pump

6.1/10
T

Tim Gillette

6.1/10
R

Rock Hill Nissan

6.1/10
B

Butler Alignment & Brake

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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