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.

320,234
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,234 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
6%
20,742
Needs Work4-5
61%
194,055
Not Discoverable0-3
33%
105,355

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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320,234 brands scored - page 89 of 3,203

E

Elder Mitsubishi

6.1/10
S

ScriptsBundle

6.1/10
S

SkyRC

6.1/10
W

West Palm Beach Cadillac Dealer in West Palm Beach FL

6.1/10
P

Prime Limo & Car Service | Limo Service Dallas - Fort Worth

6.1/10
ب

بروميدياز

6.1/10
M

MADISON AVENUE ARMOR

6.1/10
F

Free Building Plans and Fun Projects

6.1/10
T

Titan Motorsports

6.1/10
O

Outback Toys

6.1/10
K

Kooy Brothers Lawn Equipment

6.1/10
A

Access Locks

6.1/10
M

MB Medic

6.1/10
[

[atc] Auto Center | Trusted Auto Repair in Augusta, GA and Grovetown, GA

6.1/10
H

Holt Ag Solutions

6.1/10
N

NavSav

6.1/10
A

Arie Nol Auto Center, Inc

6.1/10
M

Melbourne Auto Repair - Assured Auto Works Loaner Vehicle

6.1/10
A

ASE Systems

6.1/10
A

Anthem Auto

6.1/10
R

RC Garage Hobby Shop

6.1/10
S

Specialized Truck & Auto

6.1/10
T

Tolle Web Design

6.1/10
N

New & Used Chevy Dealership in Edgefield, SC

6.1/10
A

AAdvantage Insurance Group Inc

6.1/10
O

Oceanwide Repair

6.1/10
N

Nevada Pic-A-Part

6.1/10
B

Blackwell Autos

6.1/10
M

Minor Wreck Express Johnston, Iowa | Minor Wreck Express offers affordable repair for car dents, door dings, hail damage, car bumpers and paint scratches. Call 515-278-0101 today for free estimate.

6.1/10
B

Big Shop Diesel

6.1/10
C

Car Dealer in Lewistown, PA

6.1/10
W

Website Design, WordPress Maintenance Plans, Hosting, Ventura CA

6.1/10
I

iWire Subaru Wiring Solutions

6.1/10
H

Highway Tire Auto and Lube | A family owned & operated service center

6.1/10
E

Express Auto Service

6.1/10
A

Auto Repair in Everett, WA

6.1/10
A

Auto Detailing Services

6.1/10
E

Expert Garage Door Services | Advanced Door Works | Highlands Ranch, Arvada & Aurora, CO A black arrow pointing to the right on a white background.A black map pin with a hole in the middle on a white background.

6.1/10
C

CRD Wraps

6.1/10
C

Classic Nation

6.1/10
T

Tucson Nissan Dealer in Tucson AZ

6.1/10
A

Alpha Collision Auto Body Shop and Auto Repair

6.1/10
S

Sam's Auto Body & Paint

6.1/10
C

Crystal Fusion

6.1/10
A

Alan Galvez Insurance Ltd.

6.1/10
J

Jayhawk Trailers

6.1/10
M

Major and Minor Auto Repairs

6.1/10
4

4x4parts.com

6.1/10
W

Watson's StreetWorks

6.1/10
M

Mahwah Cadillac Dealer in MAHWAH NJ

6.1/10
H

Home Service Oil Company

6.1/10
Y

Yonkers Automall

6.1/10
Y

Yeoman Service Center

6.1/10
S

Shop-Ware

6.1/10
P

Peachtree Junk Jemoval

6.1/10
N

New and Used Vehicle Dealership Missouri & Illinois

6.1/10
C

Classic Car Restoration, Muscle Car & Hot Rod Builders

6.1/10
C

Central Car Care

6.1/10
A

AcuDENT Paintless Dent Repair

6.1/10
K

Killarney Metals

6.1/10
M

Meyers Auto Tech

6.1/10
A

Apollo Towing & Semi Truck Heavy Wrecker

6.1/10
M

Motorhead.com

6.1/10
B

Beckwith's Car Care

6.1/10
D

Direct Offroad

6.1/10
D

District Detail

6.1/10
D

DJ's Auto Glass

6.1/10
D

Dlubak Glass

6.1/10
D

DMN Transport

6.1/10
D

DOCTORdripp

6.1/10
D

dolaGon

6.1/10
D

DolFab

6.1/10
A

Aaluminum

6.1/10
C

Center Collision

6.1/10
J

Juárez Noticias

6.1/10
N

New and Used Vehicle Dealership Folsom CA

6.1/10
C

Central Volkswagen

6.1/10
C

Custom Jeep Wranglers & Gladiators, Ford Bronco, Trucks and 4x4

6.1/10
J

juiceboxonline

6.1/10
N

Ningbo Force Auto Parts Co., Ltd.

6.1/10
Y

Your Local Miami Ford Dealership

6.1/10
F

Ford Ranger Lifts

6.1/10
F

Fordura® 2025 Top 1 Industrial Blades Supplier!

6.1/10
P

Professional Auto Repair in the Springfield Area

6.1/10
C

CEROIL

6.1/10
F

Forklift Sales, Rentals, Parts & Service

6.1/10
S

Sell My Car

6.1/10
F

Fornasaricars

6.1/10
F

Freight Forwarding Service In USA

6.1/10
R

RV Dealership in Apopka, Florida

6.1/10
N

New & Used Nissan Dealer in Fort Wayne

6.1/10
J

Junk Car Dog - We Pay Top Dollar For Your Vehicles

6.1/10
C

Center for Quality Assurance

6.1/10
A

Automotive Repair Contractor in Macgregor

6.1/10
F

FOX Parking

6.1/10
F

FOX

6.1/10
A

Accelerated Services

6.1/10
K

KeyZoo Locksmiths

6.1/10
1

1st Impressions Truck Lettering

6.1/10
H

HEAVYPOLY

6.1/10
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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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