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.

323,705
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 323,705 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,889
Needs Work4-5
63%
203,904
Not Discoverable0-3
30%
97,830

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

323,705 brands scored - page 170 of 3,238

R

Richmond's Haley Buick GMC Airport

6/10
F

floridagaragedoors

6/10
M

Mercedes

6/10
A

All Star Honda Abilene l Honda dealer near Midland, Lubbock TX

6/10
N

New & Used Nissan Dealer in Leesburg

6/10
A

AutoNation Hyundai Savannah

6/10
C

Cablecraft Engineered Motion Controls

6/10
T

Towing West Palm Beach

6/10
A

Antwerpen Chevrolet

6/10
N

New & Used Volvo Dealer in St. James, NY

6/10
H

Hilltop Chrysler Dodge Jeep Ram

6/10
P

Piedmont Fleet Services, Inc. |

6/10
P

Patterson Chevrolet

6/10
C

Colonial South Chrysler Jeep Dodge Ram

6/10
A

AutoNation Dealership in Pembroke Pines, FL

6/10
F

Felton Holly Kia

6/10
D

Digitechauto

6/10
B

Bennett Chevrolet

6/10
K

Kia Dealership in Dartmouth, MA

6/10
M

Manchester Honda KTM Husqvarna

6/10
K

Kauff's Transportation Systems

6/10
S

Snyder Chevrolet in Napoleon

6/10
N

New Chevy = Dealer in Greenfield, IN

6/10
B

Bath Subaru

6/10
V

Volvo Cars Princeton

6/10
M

Matthews Subaru

6/10
N

New and Used BMW Dealership Serving Dayton, Centerville, and Springboro, Ohio

6/10
A

Auto Repair | BTS Tire & Service Store | Pawtucket, RI Same

6/10
Q

Quick Fuel

6/10
D

Dodge RAM Jeep Chrysler Dealership Norco CA

6/10
A

Auto Repair Shop | Hartville, OH | HWC Automotive A white checkmark icon centered inside a black circle.A white checkmark inside a solid black circle.A white checkmark icon centered inside a black circle.A white checkmark inside a black circle.A white checkmark inside a solid black circle.A white checkmark icon inside a solid black circle.Two overlapping speech bubbles, with lines inside the top bubble representing text.Contact Us

6/10
N

New & Pre

6/10
G

Garber Randall

6/10
S

South Columbus, GA AutoNation Dealership

6/10
K

Kia Dealership

6/10
N

New and Used Chevrolet Dealer Mountain View

6/10
C

Chevrolet Dealership in Omak, Washington

6/10
L

Lawrence Hall Ford

6/10
F

Ford Dealership in Philadelphia MS

6/10
N

Nissan Dealership in Salinas CA

6/10
Q

Queen Creek Locksmith

6/10
P

purplelabelbarbershop.telwink.com

6/10
R

Rincon Chevrolet

6/10
Z

Zero Turn Mower Bastrop, TX

6/10
A

Absher

6/10
S

Solomon Auto Group

6/10
A

Auto Town Is a Highly Rated GMC Dealer in Metro Portland

6/10
H

Hyundai Dealer in New Jersey: Global Hyundai of North Plainfield

6/10
J

Jack Giambalvo Family of Dealerships

6/10
S

Summer Breeze Ceramic Coating & Mobile Detailing | Bluffton, SC

6/10
B

Beck Motor Company

6/10
H

Harry's U-Pull It

6/10
V

Volvo Dealership Haverhill MA

6/10
G

Granite Hills Chevrolet

6/10
F

Ford Dealership Littleton

6/10
F

Flow Prod

6/10
L

Lifted Trucks

6/10
L

Lomira Auto

6/10
L

Lia Toyota of Rockland

6/10
C

Century BMW: Luxury Car Dealer in North Alabama

6/10
K

Knoxville Freight Broker

6/10
I

Insured ASAP Insurance

6/10
Q

Quinn Motors of Ellsworth, WI

6/10
C

Classic Auto Collision Center

6/10
M

Matthews Kia of Clay

6/10
H

Hertrichs.com Home

6/10
A

Auto Repair in Glendale, WI | Silver Spring Automotive Reviews Stars Rating

6/10
R

Rainforest Car Wash, Lube and Autocare Center

6/10
S

Security Safe Locksmith

6/10
P

Powersports, Motorcycle, Personal Watercraft Dealer Ft Lauderdale, Deerfield Beach

6/10
N

New & Used Dealership serving Anderson, Greenville & More

6/10
P

Professional Powder Coating NJ

6/10
C

Cappellino Buick GMC

6/10
N

North County GMC

6/10
H

Hendrick Cary Auto Mall

6/10
L

Luxury Motors of Rehoboth Beach

6/10
T

Townsend Honda

6/10
N

New Nissan and Used Cars in Totowa NJ

6/10
H

Harrison's Wood Motor Chevy

6/10
B

Baker Engineering

6/10
C

Chrysler Jeep Dodge Ram Dealer Richmond VA

6/10
M

Model 1

6/10
W

Welcome to Bob Thomas Ford North

6/10
N

New & Used Hyundai Dealership Round Rock TX

6/10
N

New And Used Lincoln Dealer

6/10
A

AutoNation Volkswagen Savannah

6/10
V

Volkswagen Dealer in Goldsboro, NC

6/10
Q

QQALFA

6/10
M

Matthews Kia of Greece

6/10
S

Sames Laredo Nissan

6/10
K

Kolosso Chrysler Jeep Dodge RAM Dealership

6/10
L

Lindsay Collision

6/10
D

Dun Rite Auto Body - Health Blog

6/10
C

CTM Performance

6/10
O

Oneonta's Country Club Nissan

6/10
A

AutoMaximizer.com

6/10
N

New and Used Mitsubishi Dealership in Kansas City

6/10
H

Hawk Chevy

6/10
L

Leikin Volvo Cars Cleveland

6/10
N

New & Used Ford Dealer

6/10
Previous
1...168169170171172...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 →