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.

320,851
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,851 Automotive Brands

AI-Ready8-10
<1%
81
Getting There6-7
6%
20,563
Needs Work4-5
60%
192,937
Not Discoverable0-3
33%
107,270

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

320,851 brands scored - page 75 of 3,209

C

Collision Repair Shop

6.2/10
X

XL Parts | TPH

6.2/10
L

LaFontaine Ford Grand Blanc

6.2/10
M

Mickey Truck Bodies

6.2/10
N

New Century BMW

6.2/10
A

Assured Storm Protection

6.2/10
C

Classic Cars for Sale

6.2/10
P

Phillips & Temro Industries

6.2/10
D

Drumhellers Towing & Recovery

6.2/10
L

Lupient Buick GMC

6.2/10
A

Auto Repair Somerville, MA

6.2/10
C

Cozy Camper Mobile RV Services

6.2/10
N

Noregon

6.2/10
A

Air Down Gear Up

6.2/10
U

uDentiFix Dent and Hail Repair

6.2/10
F

Frederick Toyota Dealer in Frederick MD

6.2/10
C

Chenoweth Ford

6.2/10
F

Fleet Advisor

6.2/10
S

speedefx

6.2/10
I

Insurance Agency | Insurance Group of Nevada | Las Vegas, NV A car with a shield and a check mark on it.A black and white icon of a briefcase and a shield with a check mark on it.A black and white shield with a heart on it.A group of people standing next to each other with a shield and a check mark.Calendar with pages turning.Dollar sign symbol within a circular coin outline.Two documents stacked, with a shield and checkmark on the top document.Person with speech bubble next to globe icon.Grid of black dots on a white background, arranged in rows and columns.Semi

6.2/10
Z

ZR Auto

6.2/10
E

Expert Car Maintenance & Repairs | Moore 4 Less Auto Repair | Knoxville, TN White background.Black arrow pointing right.Black arrow pointing right.Black arrow pointing right.Black arrow pointing right.

6.2/10
N

New and Used Chevy Dealer in Lewisville, TX

6.2/10
2

24/7 Towing

6.2/10
F

Full-Service Auto Repair in Ira Township, MI | Auto DR Reviews Stars Rating

6.2/10
P

Premier Coach Auto Collision

6.2/10
F

Ford Dealer in Tucson, AZ

6.2/10
I

Induction Performance

6.2/10
W

West Phoenix Locksmith

6.2/10
B

Best Chrysler Dodge Jeep RAM

6.2/10
F

Fontana Mazda

6.2/10
C

Chevrolet Dealer Near You

6.2/10
V

Vann York Nissan dealership in High Point, NC serves Greensboro and Winston

6.2/10
S

SuperFlow

6.2/10
E

Emich Kia

6.2/10
T

Towing Company Florida City, FL | Homestead, FL Contact Us

6.2/10
2

24/7 Roadside Assistance in Caro, MI

6.2/10
R

Reliable Auto Repair in Roy, WA | Countryside Automotive Star Rating Icon

6.2/10
G

Guaranteed Overhead Door

6.2/10
R

Respoke Collection

6.2/10
P

Premium Mobile Auto Detailing in Connecticut & New York

6.2/10
G

GMC Dealership in Kalispell, MT

6.2/10
T

Tuffy Appleton

6.2/10
T

Top Car Dealership Near New Hampton, Iowa

6.2/10
C

Chrysler, Dodge, Jeep, Ram Dealership in Lillington NC

6.2/10
A

Auto Repair Services | Grishaber Service | Appleton, WI A silhouette of a person with three stars around his head.A black and white shield with a check mark on it.A black and white icon of a car on a white background.A black and white icon of a gear and a clock.A black and white icon of a check mark in a star on a white background.A black and white silhouette of two hands holding a heart.A black and white icon of a speech bubble on a white background.CloseClose

6.2/10
T

Thayer Nissan

6.2/10
H

Harbor Nissan

6.2/10
N

Nissan Dealership in Fort Collins CO

6.2/10
N

New and Used Chrysler, Dodge, Jeep and Ram Dealer Ocala

6.2/10
M

McCarthy Tire Service

6.2/10
B

Bird Automotive

6.2/10
T

Team Toyota of Princeton

6.2/10
B

Bartley Garage LLC

6.2/10
N

Nissan of Costa Mesa

6.2/10
J

John's Tires & Brakes | Auto Mechanics | Littlerock, CA CloseClose

6.2/10
H

Heinold & Feller Tire & Lawn Equipment

6.2/10
C

CDJR Dealership in Springdale, AR

6.2/10
A

Auto-Lab

6.2/10
F

First Tire & Automotive

6.2/10
R

R&E Auto Repair

6.2/10
A

Auto Collisions in Oklahoma City, OK Empty white space.

6.2/10
C

Chevrolet Dealer in Fayetteville, NC

6.2/10
L

Locks By The Bay

6.2/10
Y

You Drive Auto - You Drive Auto

6.2/10
P

Perlu Advanced Auto Repair

6.2/10
M

My CMS

6.2/10
S

Soldier Glass

6.2/10
N

Napleton Fleet Group

6.2/10
C

Carbo Forge

6.2/10
P

Performance Auto Center

6.2/10
S

Stephen Becker Automotive Group

6.2/10
A

Autoworks Of Issaquah

6.2/10
C

City of Caribou, Maine

6.2/10
K

Kia AutoSport in Pensacola, FL

6.2/10
S

Sun Diego Car Rental

6.2/10
N

New & Used Car Dealership

6.2/10
R

RV Dealer Specializing in Mercedes Sprinter RVs

6.2/10
E

ECS Automotive Concepts

6.2/10
A

Atomic Auto

6.2/10
J

J9's Luxury Auto Detailing

6.2/10
M

Mid Florida Diesel Inc.

6.2/10
R

Royal Motors North

6.2/10
A

Auto Repair Shops | Car Repair Shops | Duke Boys Auto Sales CloseClose

6.2/10
F

Fairway Ford of Ohio

6.2/10
C

Collision Center of Andover

6.2/10
T

Tully Chevrolet Dealer in Tully NY

6.2/10
P

PLUMB SHIELD PLUMBING

6.2/10
G

Goodyear Ford Dealer Phoenix Metro

6.2/10
J

Jiffy Auto Glass

6.2/10
A

ATL Diesel

6.2/10
N

New Chevrolet and Used Cars

6.2/10
A

Auto Repair Shop in Queen Creek, AZ

6.2/10
M

Marlow Automotive

6.2/10
T

Twin Disc

6.2/10
U

Ultimate Auto

6.2/10
T

Trust Shield

6.2/10
S

Standard Motor Products, Inc.

6.2/10
A

Auto Repair Services | Princess Anne Automotive Center | Norfolk, VA A black and white icon of a car engine on a white background.A black and white icon of an air conditioner with smoke coming out of it.A black and white icon of a car with a hand on the roof.A black and white drawing of a brake disc on a white background.A line drawing of a car with a drop of water on the roof.A car is connected to a laptop computer.A black and white drawing of a sausage with a spring attached to it.A black and white drawing of a tire on a white background.A speech bubble with three lines inside of it on a white background.CloseClose

6.2/10
T

The Car Carriage I Car Shipping Company

6.2/10
Previous
1...7374757677...3,209
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 →