AI Scores / Automotive

Automotive AI Scores
Score Your Brand Free
🚗

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.

Score your brand free

319,808 brands scored - page 3177 of 3,199

R

R & L Mohr, Inc. : : Welcome!

1.5/10
C

Chicago Truck DockChicago Truck Dock

1.5/10
R

R & L Mohr, Inc. : : Welcome!

1.5/10
T

Tommy Car Wash Systems of Florida LLC

1.5/10
M

Mt. Holly Motorsports

1.5/10
M

Mufflerman, Inc.

1.5/10
2

214junk

1.5/10
A

Adams Transport Company

1.5/10
D

Damage Vehicle Report

1.5/10
A

Ace Away Mechanic Services

1.5/10
A

Austin Enterprises, Inc.

1.5/10
A

All set automotive

1.5/10
A

ALJAWDAH VEHICLES TESTING

1.5/10
A

Al's Automotive Mobile Service

1.5/10
A

Amber's Antique

1.5/10
M

My Website

1.5/10
A

ARCATA AUTO CENTER

1.5/10
B

Buy Quality Used Cars Easily

1.5/10
A

Autoproz

1.5/10
P

P Automotive

1.5/10
B

Bargainum

1.5/10
H

Homepage

1.5/10
O

OLYMPIA*CASH FOR CARS & TRUCKS*AUTO PARTS RECYCLER*SEATTLE*BLACK LAKE AUTO WRECKING*OLYMPIA

1.5/10
U

Used Car Dealer Nashville, TN

1.5/10
A

Any Truck Dump Rentals

1.5/10
B

Ballers Automotive

1.5/10
H

Home

1.5/10
E

Eugene Auto Body & Repair

1.5/10
B

Beavers Auto & Home Detailing

1.5/10
U

Used Car Dealer Lewisburg, TN

1.5/10
E

Exclusive INTERNATIONAL Representative for Whistler Radar Detectors and other products

1.5/10
B

Bosch

1.5/10
D

DealershipRewards.com

1.5/10
B

bossautomotors

1.5/10
B

Brasco

1.5/10
B

Brication Engine Care Hub

1.5/10
B

Boundless Auto Group

1.5/10
C

CA PumpWorks

1.5/10
C

car4less

1.5/10
M

My Link in Bio

1.5/10
B

Blood Sweat and Tears Mobile Automotive Repair

1.5/10
N

Normandy Repairs Inc

1.5/10
B

BTW

1.5/10
H

Home

1.5/10
A

AUTOWATCH

1.5/10
V

Vehicle Inspection Reports USA

1.5/10
C

Car Stabling

1.5/10
C

City Tire Repair Shop

1.5/10
M

My Link in Bio

1.5/10
H

HOME

1.5/10
N

New Company - [email protected]

1.5/10
C

Crowned Mobile

1.5/10
1

1968 L78 Nova for Sale

1.5/10
D

DPAM Holdings Parking

1.5/10
1

1968 L78 Nova for Sale

1.5/10
D

Drive It Home Auto

1.5/10
E

ECO Green Pressure Washing LLC

1.5/10
D

drivextowing.com

1.5/10
1

1477 Auto Car Care

1.5/10
E

Earthwork Exchange, Inc.

1.5/10
E

Electric Motors Oakville , eana servo motors

1.5/10
E

everythingslotcarracing

1.5/10
E

EMRAD POWER PRODUCTS, INC.

1.5/10
D

Dixie engine

1.5/10
R

R & L Mohr, Inc. : : Welcome!

1.5/10
F

Flat Out Auto Sales — Coming Soon

1.5/10
F

Flat Rescue

1.5/10
E

Express Lock and Key NY

1.5/10
S

SFM Auto Sales Alvarado

1.5/10
F

Fox Motors LLC

1.5/10
A

A1 Auto of the Keys

1.5/10
A

Altered Altitude Truck & Accessories

1.5/10
M

Modifying For Better Performance!! - <p style="text-align: center">Sales Executive Team | GAC Automotive | Courtesy Garage Ltd</p> <p style="text-align: center">Wildey Main Rd | Bridgetown | Barbados</p> <p style="text-align: center">(246) 431 4194 / (246) 230 5958</p> <p style="text-align: center">[email protected]</p>

1.5/10
F

FYN Onsite Auto Repair

1.5/10
G

Glidepath Aviation LLC

1.5/10
G

G Shop Collision & Restoration |

1.5/10
H

H & J Machining

1.5/10
H

Housby Truck Lube Employee Portal

1.5/10
R

R & L Mohr, Inc. : : Welcome!

1.5/10
J

Jacorie Installations

1.5/10
J

Junk Bulldogs, LLC

1.5/10
J

Jury Lexica — Coming Soon

1.5/10
J

John Jennings 914

1.5/10
M

mitasmadeclosetohome

1.5/10
H

Home

1.5/10
J

Jonathan Chapdelaine Automotive

1.5/10
T

TIRE SHOP

1.5/10
M

Main Street Tires

1.5/10
M

MID

1.5/10
D

DEKALB Mobile Mechanic

1.5/10
M

maydayautomotive

1.5/10
M

mintonproductions

1.5/10
N

Nebraska Black Car

1.5/10
M

Mission City Indian® Motorcycle

1.5/10
M

mo kumbi

1.5/10
M

Maxim Honda Yamaha

1.5/10
M

Moneypit Performance LLC

1.5/10
N

NEPA JUNK CAR

1.5/10
F

Firestorm Marketing

1.5/10
P

PJ's Motorcycles

1.5/10
Previous
1...3,1753,1763,1773,1783,179...3,199
Next
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.

Automotive AI visibility by city

New York CityLos AngelesChicagoHoustonPhoenixPhiladelphiaSan AntonioSan DiegoDallasSan JoseAustinJacksonvilleSan FranciscoColumbusCharlotteIndianapolis

Browse by industry

💻 Tech & SaaS🛍️ Ecommerce & Retail🍽️ Food & Beverage💪 Health & Wellness💅 Beauty👗 Fashion & ApparelAll brands →