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.

323,704
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 323,704 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,889
Needs Work4-5
63%
203,904
Not Discoverable0-3
30%
97,829

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

323,704 brands scored - page 168 of 3,238

N

New & Used Dealership Bremerton WA

6/10
I

Ironworks Speed & Kustom

6/10
S

Smog Check Hut - Smog and Registration

6/10
B

Baumann Chevrolet GMC

6/10
F

Ford & Used Car Dealer Wausau, WI

6/10
C

Clinton Auto Group

6/10
A

AutoNation Volkswagen Hilton Head

6/10
N

Nissan Dealership in Norfolk, VA

6/10
L

Lia Nissan of Saratoga

6/10
N

New Hyundai & Used Car Dealer in Kirkland, WA

6/10
J

Just another WordPress site

6/10
A

AutoNation Jeep Dealership Hilton Head

6/10
N

New and Used Chrysler, Dodge, Jeep, Ram Vehicles

6/10
H

Honda Dealership Near Me

6/10
N

New & Used Vehicles

6/10
H

Hudson Toyota

6/10
N

New and Used Chevy Dealership in Alexandria VA

6/10
L

Larry H. Miller CDJR Boise

6/10
N

New Chevrolet and Used Car Dealer Serving Homosassa

6/10
N

New & Used Chevrolet Cars in Sterling, IL

6/10
H

Huffines Fleet: Work Truck & Van Dealer Serving Lewisville & Plano

6/10
F

Ferris Chevrolet

6/10
B

Bergeron Chrysler Dodge Jeep RAM in Metairie, LA

6/10
T

The Hitch Man | Trailers in MD and PA

6/10
T

The Wreck Center at Perrysburg Auto Mall

6/10
F

Freddy Lock Express

6/10
2

24 Hour Lock and Key

6/10
T

Truck 4WD Performance Accessories & OEM upgrades

6/10
B

Buffalo Chevy Dealerships

6/10
C

Cole Chrysler Dodge Jeep Ram

6/10
W

Weathers Motors

6/10
M

Magic Auto Repair

6/10
N

New, Pre

6/10
N

New And Used Car Dealerships In American Fork Utah

6/10
G

Greenville Nissan Dealer in Greenville NC

6/10
F

Find Used, Salvage or Rebuilt; Engines, Transmissions, Rears, & More

6/10
B

Briarwood Auto Services

6/10
R

Rohrer

6/10
B

Bonita Beach Locksmith

6/10
A

Auto Repair Services in Owatonna, MN | Ron's Repair Review Star Rating

6/10
N

New and Used Volkswagen Dealer Madison

6/10
N

New and Used Buick & GMC Dealer O'Fallon

6/10
D

Dodge RAM Jeep Chrysler Dealership Ramsey NJ

6/10
K

Ken Ganley Volkswagen Bedford

6/10
C

Chevrolet Dealer Columbus MS

6/10
L

Lawrence Hall Abilene

6/10
2

2UAUTO

6/10
U

Used Cars & Jaguar Service

6/10
W

Welcome to Burlington Hyundai

6/10
B

Bay Hyundai

6/10
C

Chevrolet GMC Dealer in Robinson, IL

6/10
G

Genesis of Macomb

6/10
B

BMW of Henderson

6/10
D

D'Arcy Hyundai

6/10
B

Beard Auto Repair

6/10
O

Otomotifo

6/10
H

Hollywood Honda Dealership

6/10
A

Auto Repair | Webb's Automotive | Cypress, TX CloseClose

6/10
L

LeadCar Honda Yorkville

6/10
R

Rick Hill Imports

6/10
T

Terry Henricks Chrysler Dodge Jeep Ram in Archbold, Ohio

6/10
T

Teddy Morse's Cowboy Harley

6/10
L

Lifted Trucks

6/10
N

New Chevy & Used Car Dealer

6/10
M

MINI Dealership in Winston

6/10
N

New & Used Genesis Dealership in Plantation, FL

6/10
D

Doug Smith Dealerships

6/10
G

Gerry Lane Chevrolet

6/10
M

Mitsubishi Dealership in Richmond, VA

6/10
L

Labadie Toyota in Bay City, MI

6/10
D

Duffy's Detailing

6/10
S

Sunset Cadillac Sarasota

6/10
H

Hendrick Collision

6/10
C

Chevrolet Dealership New Rochelle NY

6/10
S

Schumacher Volvo Cars of the Palm Beaches

6/10
C

Chrysler Dodge Jeep Ram

6/10
O

Ourisman Hyundai of Bowie

6/10
C

Century Dodge Chrysler Jeep Ram

6/10
N

New Chevrolet, GMC and Used Car Dealer Serving Oakland

6/10
G

Gateway Registration Services

6/10
B

Belltown Motors | Tires & Auto Repair | East Hampton, CT Reviews about Belltown Motors in East Hampton, CTReviews about Belltown Motors in East Hampton, CTReviews about Belltown Motors in East Hampton, CT

6/10
A

American Dream Machines

6/10
N

New and Used Buick, Chevrolet and GMC Dealer South Attleboro

6/10
N

New & Used Car Dealership

6/10
N

New Chevrolet & Used Car Dealer in Bourbonnais

6/10
N

New Chevrolet and Used Car Dealer Serving Osseo

6/10
P

Paul Brown Chrysler Dodge Jeep & Ram in Olean

6/10
Y

Yeoman Service Center

6/10
S

South Strand Chrysler Dodge Jeep Ram Dealership in Pawleys Island, SC

6/10
S

Shop For A New & Used Nissan, Kia, Subaru, Mitsubishi, Land Rover dealer near Richmond, VA.

6/10
S

Stevinson Lexus of Frederick

6/10
D

Desoto Ford

6/10
N

New & Used Mazda Dealership

6/10
O

Orr Nissan West

6/10
C

Cadillac Collision Center & Auto Body Shop Sarasota, FL

6/10
H

Herb Easley Volkswagen

6/10
W

Wexford's Wright Hyundai

6/10
L

Lakeview Ford

6/10
N

New and Used Mazda Dealer Mobile

6/10
N

New & Used Chevrolet Dealer In Paulding, OH

6/10
Previous
1...166167168169170...3,238
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 →