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.

324,139
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 324,139 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,914
Needs Work4-5
63%
204,205
Not Discoverable0-3
30%
97,937

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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324,139 brands scored - page 179 of 3,242

H

Home | Just GM Auto Repair Plus | Cullman, AL Skilled Diesel TechniciansReliable TurnaroundStraightforward PricingBacked by WarrantyA/C RepairPhoneEmailLocationLocationHoursHours

6/10
C

Cadillac of Greenwich

6/10
E

erniesautoandtire

6/10
C

Crippen GMC

6/10
2

24 Hr Towing & Recovery, Inc

6/10
E

Ed and Daves

6/10
P

Pop-A-Lock of Jacksonville

6/10
M

Mobile Car Detailing Service Areas in Marin County

6/10
N

New & Used Car Dealer Lincoln, NE

6/10
H

Hadi Junk Cars Removal

6/10
E

eSaabParts.com

6/10
B

Borderins

6/10
T

Towing Company | San Angelo, Texas | Eddy's Towing 325

6/10
D

Design Construction

6/10
C

chainreactionalaska

6/10
I

Ishtint

6/10
E

Edfield Motors LTD

6/10
T

Towing Evansville IN, Roadside Assistance, 24 Hour

6/10
M

Mansfield Locksmith, Mansfield, TX (817) 260

6/10
R

RepairLoader

6/10
B

Badass Broncos Restored Ford Broncos Custom Broncos - Vintage Ford Broncos New Braunfels, Texas

6/10
D

dodgekeyreplacementaustin.com

6/10
D

Dodge Key Replacement Spring

6/10
H

Hydra Energy

6/10
A

Auto Repair Specialists

6/10
W

Windshield Replacement Phoenix (#1 in AZ & Up to $200)

6/10
T

Toyota Certified Used Vehicles

6/10
C

Crown Acura

6/10
H

Hydro-Mechanical Systems Inc.

6/10
H

Hydrox Systems

6/10
G

Gear Sustain

6/10
A

AK Fiberglass Works: Online RV Fiberglass Experts in Colorado

6/10
A

Andersons Septic Service

6/10
A

Anderson's Transmission

6/10
K

Kinetic PEV

6/10
H

Hyundai de Magog

6/10
N

New & Used Hyundai Dealership in Saco, ME

6/10
E

Essington Avenue Used Auto Parts

6/10
C

Charlie & Rays

6/10
C

Charlie Brown - State Farm Insurance Agent in Modesto, CA

6/10
C

Charlie Clark GMC

6/10
E

Expert Towing Service in Bowie, MD

6/10
T

Truck Repair

6/10
J

Jim & Jack’s Collision Center

6/10
L

Landmaster

6/10
L

Land Rover Jacksonville

6/10
L

Land Rover Van Nuys

6/10
C

Cals Auto Repair Center

6/10
R

RAPIDPRECISE

6/10
G

GMC Dealer Albion, NY

6/10
C

CS Lock and Key

6/10
A

A'S & P Rentals Ltd.

6/10
I

Industrial Supplies, OEM Fasteners, Hydraulics, Motors,

6/10
H

HMS Locksmith

6/10
K

KIPARDO Alloy Wheels Manufacturer

6/10
G

gold4power

6/10
E

ETONM MOTOR

6/10
C

Co

6/10
G

Golf Cart Tips

6/10
T

The Coach Danica Brand

6/10
A

Alberta Auto Sales and Repairs

6/10
B

Brake Boosters

6/10
G

GMC Dealership in Tomah WI

6/10
A

Asheville Engine, Inc.

6/10
B

Big Sky Aviation | Superior Commercial & Corporate Aircraft Maintenance

6/10
D

Directory of nearby businesses on map

6/10
D

Delco Diesel

6/10
A

Auto Body

6/10
H

Home

6/10
H

Hapas Guitars

6/10
H

Holiday in Lights

6/10
G

Gabi Arenas

6/10
B

Brava Lubricants

6/10
D

DPF BOX

6/10
B

Bill DeLuca GMC

6/10
G

Goonvean Core Engineering

6/10
I

ictfibers

6/10
T

Throtl.com

6/10
E

Ecklers.com

6/10
M

Mobile Pitstop

6/10
D

DEWAGACOR77

6/10
E

Euless Locksmith - Euless Professional Locksmith

6/10
G

Galleon Marine

6/10
F

Ford, Lincoln, & Mazda Dealer Russellville AR

6/10
G

GMP Performance

6/10
J

Jaguar Van Nuys

6/10
C

Corvette Parts Online - Corvette Differentials, Corvette Suspensions, Corvette Parts

6/10
S

Storyteller Overland

6/10
J

Johnny Law Motors

6/10
M

MotoMiner

6/10
G

Game Mavericks

6/10
R

Realmo

6/10
C

Coleman Movers

6/10
C

ColGlobal

6/10
I

i.g. Burton Subaru of Glen Burnie, MD

6/10
G

Gander Hyundai

6/10
S

South Carolina Manufacturing Conference and Expo

6/10
G

Ganpat Ind

6/10
G

Georgia Paint & Body, Inc.

6/10
S

SIA

6/10
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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 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.

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