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.

601,029
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 601,029 Automotive Brands

AI-Ready8-10
<1%
114
Getting There6-7
5%
32,069
Needs Work4-5
53%
321,411
Not Discoverable0-3
41%
247,435

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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601,029 brands scored - page 63 of 6,011

T

Trees App

6.4/10
T

Thunder Chrysler Dodge Jeep Ram

6.4/10
L

Lee Myles Auto Care & Transmissions

6.4/10
U

UsedAutoParts

6.4/10
C

Chevy Chase Acura

6.4/10
E

Econo Lube N' Tune & Brakes Auto Repair Services & Car Tune

6.4/10
B

bussardsauto.com

6.4/10
T

Toyota Car Dealership in Houston, TX

6.4/10
M

My Local Locksmith -

6.4/10
P

Pepetools

6.4/10
G

G & R Imports

6.4/10
E

Endeavor 3D

6.4/10
C

CMG Containers

6.4/10
E

euphree

6.4/10
C

Commercial Cleaning Services

6.4/10
R

Raceway Express Car Wash

6.4/10
C

Cheap Car Rental

6.4/10
N

National Truck Protection

6.4/10
A

Auto Body Shop, Auto Collision Repair & Painting Service Bristol & Hartford, CT

6.4/10
C

Crest Nissan of Frisco

6.4/10
A

AZC Drug Testing

6.4/10
C

Ceramic Garage Modesto

6.4/10
O

Omni Auto Glass

6.4/10
2

24/7 Speedy Locksmith

6.4/10
T

Tufskinz.com

6.4/10
"

"Seems Legit" Garage

6.4/10
T

Techversol

6.4/10
G

Green Point Wellness | Medical & Recreational Cannabis Dispensary

6.4/10
D

Doors by Nalley of Lake Norman, Inc. |

6.4/10
V

VIÑAS & DELUCA INJURY & ACCIDENT LAWYERS

6.4/10
P

Peninsula Truck Lines, Inc.

6.4/10
N

Newman Windows Doors

6.4/10
N

Nissan of Lithia Springs

6.4/10
A

Accurate Automotive

6.4/10
L

Liberty Auto Glass

6.4/10
D

Dieter's Porsche & BMW Service

6.4/10
C

Carsandpickups.com

6.4/10
M

Michigan Catastrophic Claims Association

6.4/10
N

NAP

6.4/10
H

Hire a Driver For YOUR Car

6.4/10
A

Auto Repair in Everett, WA | Fast Eddie's Tire Pros & Automotive Repair Review Star Rating Icon

6.4/10
C

Colorado's Top

6.4/10
M

Moveauto

6.4/10
E

Exclusive Motorcars

6.4/10
T

Trusted Auto Repair in WI & MN | Cordell's Automotive Service & Tire Reviews Stars Rating

6.4/10
L

Langdale Honda of Valdosta

6.4/10
S

Steinberg Injury Lawyers

6.4/10
N

New Toyota Cars and Trucks

6.4/10
P

Powerstroke & Diesel Performance Parts

6.4/10
N

Navarro Paving | Southern California

6.4/10
J

Jimmy Britt Chevrolet

6.4/10
W

Wescom Inc.

6.4/10
M

Mikuni Power

6.4/10
S

Sports Towing and Heavy Duty Recovery

6.4/10
M

Metalworking Group

6.4/10
S

Shoreline Insurance Services | Steven Cudgma Insurance Specialist Branford CT

6.4/10
T

Tampa Bay Automobile

6.4/10
S

San Diego Movers - One Stop Moving & Storage

6.4/10
D

Day & Nite Doors, Inc.

6.4/10
A

Auto Repair in Bolingbrook, IL | GTM Automotive Review Stars Rating

6.4/10
P

Pratesi

6.4/10
R

ReshLaw Accident & Injury

6.4/10
X

Xtreme Heaters

6.4/10
I

Insurance Agent Scott Queen in Batavia IL – State Farm®

6.4/10
O

Overland Van Project, LLC

6.4/10
E

Elite RF

6.4/10
A

Auto Body Shop New Lenox, IL | Bump & Grind Auto Body A black and white steering wheel icon on a white background.A black and white silhouette of a wrench on a white background.A black and white icon of a check mark in a star on a white background.A black and white silhouette of a handshake on a white background.A black and white clock icon in a circle on a white background.A black and white icon of a car with an exclamation point.A black and white icon of a car on a white background.Two cars are driving next to each other on a white background.new_iconsA black and white icon of a speech bubble on a white background.CloseClose

6.4/10
G

Gunn Mowery

6.4/10
M

Marsh, Rickard & Bryan

6.4/10
W

Waxman of Tristate Car Detailing Center in Jersey City, NJ

6.4/10
S

Security Locksmith OKC

6.4/10
D

DCH Tustin Acura

6.4/10
C

Car Restoration Education

6.4/10
G

GI Locksmith

6.4/10
R

RAILBLAZA

6.4/10
I

iWire Subaru Wiring Solutions

6.4/10
N

New Toyota Dealer in Prosper, TX

6.4/10
M

McGill Restoration

6.4/10
S

Solomon Law SC

6.4/10
M

Magnetic Separation, Metal Detection & Conveyors

6.4/10
K

Kliemann Brothers Heating and Air Conditioning

6.4/10
C

craigscarcare

6.4/10
D

Default

6.4/10
K

Krakatoa Underwear

6.4/10
T

The Curb Shop

6.4/10
M

Muddy Princess | 5K Obstacle Mud Run -

6.4/10
B

BMW of Meridian

6.4/10
L

LeatherSofaCo

6.4/10
A

Auto Repair in New Prague, MN | Euroworx Reviews Stars Rating

6.4/10
S

Supreme Office Cleaning

6.4/10
H

Home

6.4/10
V

Valiant

6.4/10
A

Auto Repair in Louisville | GermanTech MotorWorks, LLC Review Star Rating

6.4/10
N

Nolasport

6.4/10
B

Brown Honda

6.4/10
T

The South Florida Injury Law Firm

6.4/10
M

Main Street Motors

6.4/10
M

M&R Automotive

6.4/10
R

RAND Engineering & Architecture, DPC

6.4/10
A

Auto Accident Lawyers | St. Louis | Car Accident Attorney Near Me

6.4/10
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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 3.7/10 means for automotive brands

The average Automotive brand we've scored sits at 3.7/10. 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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