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.

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%
203,905
Not Discoverable0-3
30%
97,829

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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323,705 brands scored - page 174 of 3,238

W

Why Sustainable Transportation Is Gaining Momentum in Australia | Esplatter

6/10
H

Hawk Chevy

6/10
U

UNIKBET

6/10
P

PTR

6/10
A

A complete backlink to prevent unnatural link penalties

6/10
F

Flow Lexus of Greensboro: Lexus Dealership in Greensboro, NC

6/10
N

North Knox Chrysler Dodge Jeep Ram

6/10
S

Sun

6/10
F

Frankfort Truck & Car Sales

6/10
A

Ascend Elements

6/10
C

Capitol Auto Group

6/10
R

RideNow Fort Worth: Powersports Dealer in Fort Worth, TX

6/10
C

Casacochecurro

6/10
B

Betonova-Stresni-Krytina

6/10
A

Auto Shop Digital

6/10
V

Vella Terra

6/10
N

New Wave Automotive

6/10
G

Graff Chrysler Dodge Jeep Ram Rockford

6/10
H

Home

6/10
R

Rapid Refuel

6/10
V

Volvo Cars Manhattan

6/10
S

Salinas GMC Dealer in Salinas CA

6/10
C

Chrysler, Dodge, Jeep, Ram Dealership in Madisonville TX

6/10
K

Killi'Com

6/10
B

Buick, GMC Dealership in Glen Burnie MD

6/10
L

Locations

6/10
M

MC Auto Solutions

6/10
Z

ZT Corporate

6/10
P

Paramus Chevrolet

6/10
K

Kyle Durrence Chevrolet

6/10
K

King Motors Sales & Service

6/10
N

New & Used Cars

6/10
J

Jeff Drennen Cadillac

6/10
P

Platinum Hyundai of Tracy

6/10
A

AC Repair Service Man

6/10
V

Verra Mobility | Safe. Smart. Connected.

6/10
H

Honda of Stevens Creek

6/10
A

Alfa Romeo Dealership Northern Kentucky

6/10
S

Subaru Dealer Livermore, CA

6/10
H

Hyundai Sales & Service in Conshohocken, PA

6/10
B

BBC Motorsports

6/10
C

Carlock Nissan of Tupelo

6/10
E

Executive Electronics of Southwest Florida Inc

6/10
N

New & Used Hyundai Models

6/10
T

Transmission Repair

6/10
I

IDN89

6/10
M

Miller Plastic Products

6/10
L

Lift-A-Loft - Engineered Aerial Solutions

6/10
E

Evans Body Shop, Inc

6/10
E

Evan's Auto

6/10
1

10 Federal Storage

6/10
B

Brandon Transmission

6/10
S

Sympla

6/10
B

Branson Auto & Farm Museum

6/10
B

Brasi Automotive

6/10
D

Dreyer and Reinbold BMW North

6/10
B

Barrett

6/10
M

Mercedes-Benz of Cincinnati

6/10
B

Bread and Roses DSA

6/10
S

Science Facts by ScienceIQ.com

6/10
A

Auto Repair in Webster, TX | El Dorado Shell Review Star Rating

6/10
R

RI Golf Carts

6/10
B

Binary Auto

6/10
A

ASJ Towing LLC

6/10
A

Advance Garage Door

6/10
F

FixAnyCars

6/10
J

JMH Wheelmasters

6/10
H

Holmes Iron and Metal - RECYCLING MAKES CENT$

6/10
G

GMC Dealership Goshen IN

6/10
E

ED’S LOCK AND KEY Automotive Specialist

6/10
C

Canawrap - Branded Vehicle Wrap Specialists

6/10
N

New and Used Chevrolet dealership in La Grande

6/10
S

San Diego Hot Limos

6/10
B

Brantford Honda

6/10
S

SLOTJITU

6/10
J

JNC CNC Machining, LLC -

6/10
B

Barney Brothers Off Road and Repair

6/10
O

OilBud™ Harley Oil Coolers

6/10
I

IMC Distributors

6/10
I

Innovative Mechanica

6/10
B

Barrett Auto Transport

6/10
N

New Nissans & Used Cars in Chillicothe

6/10
A

Auto Body Shop | Alex's Paint & Body | Visalia, CA Contact Us

6/10
T

TX Auto & Home Insurance Agent Dennis Stotts - State Farm®

6/10
N

Novus Glass | Auto Glass Repair and Replacement

6/10
D

Denny's Automotive & Muffler Center

6/10
A

Auto Repair Shop in Sandpoint, ID - Compass Mechanical Repair My Garage Icon

6/10
G

Grundy Insurance

6/10
D

Dent Busters Inc.

6/10
F

Fleetbarn Truck & Trailer Repair

6/10
S

Select Sales In SC, Where We Put Smiles On The Road Everyday!

6/10
T

Tanzillo Automotive

6/10
B

BC's Top Towing Company | Canuck Towing

6/10
U

US Auto Supply

6/10
B

Brown Chrysler Dodge Jeep Ram

6/10
U

US Inflation - Consumer Prices, Inflation Reports & Calculators

6/10
M

ME Auto & Home Insurance Agent Chris Lancaster - State Farm®

6/10
L

Looking for a Hassle

6/10
G

Gold Coast Region Model A Restorers Club

6/10
C

Capitol Auto Group Collision Center: Full

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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