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.

320,038
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,038 Automotive Brands

AI-Ready8-10
<1%
86
Getting There6-7
7%
21,880
Needs Work4-5
63%
200,185
Not Discoverable0-3
31%
97,887

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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320,038 brands scored - page 132 of 3,201

P

Pete's Auto Glass

6/10
T

Tire, Wheel, & Vehicle Service Tools

6/10
P

PA Automotive Association

6/10
B

BRAKEmax

6/10
C

Coppernall Premier Autobody & Paint LLC

6/10
C

Clay Cooley Volkswagen of Lewisville

6/10
G

German Auto Parts

6/10
N

New Toyota & Used Car Dealership

6/10
M

Mike's Body Shop

6/10
F

Ford Dealership in San Antonio, TX

6/10
T

The Event Mechanic! Conference, Event and Exhibit Management

6/10
T

Thermal Tech Inc

6/10
L

Leavitt Automotive

6/10
A

American Custom Lifts

6/10
S

SpillFix Spill Absorbents and Spill Kits

6/10
Z

ZerCustoms

6/10
P

Por Homme - Men's Luxury Lifestyle Magazine

6/10
A

American Engineering Group LLC

6/10
M

Marathon Equipment Inc

6/10
M

Mikes Tire And Service Center

6/10
D

Dosko Product Lines @ Great Northern Equipment

6/10
A

Anderson Subaru

6/10
M

Melloy Dodge

6/10
M

Mustang Elite

6/10
M

MINI of Towson

6/10
K

Key-code

6/10
I

Imagine It Consulting, Inc.

6/10
H

Hemborg Ford

6/10
A

Apple Valley Honda

6/10
A

American Control Electronics

6/10
Y

Yellow Cab Co of DC

6/10
A

Advanced Torque Products

6/10
A

Automotive News and Galleries

6/10
D

Don Ledford Auto Center

6/10
L

Litens Aftermarket -

6/10
P

Powersports Dealership in Sublimity, OR

6/10
N

New Jersey Chrysler Jeep Dodge Ram

6/10
G

GTA Gaming Archive

6/10
N

Nolf Chrysler

6/10
N

New and Used Chevrolet Dealer Glenwood Springs

6/10
S

Symdon Chevrolet of Monticello

6/10
A

AutaBuy.com

6/10
E

Estes AWS

6/10
W

West Windsor Parking Authority

6/10
S

SVI International, Inc.

6/10
H

Hogan & Sons

6/10
A

Auto Repair and Performance Services in Lewisville, TX | Auto Science Phone Icon

6/10
I

ITS Trailers

6/10
W

Window tinting Raleigh & Wake County, NC

6/10
H

Hendrick Motors of Charlotte

6/10
4

413 Insurance Services

6/10
2

25th Street Automotive

6/10
B

BBS Räder

6/10
M

Minooka Subaru

6/10
T

Taylor's Automotive :: DIberville MS Tires & Auto Repair Shop

6/10
T

Torque King 4x4

6/10
G

GamePlays

6/10
D

Dorsett Automotive

6/10
L

Land Rover Dealer Ventura CA

6/10
A

Affordable Quality Insurance

6/10
E

Ecklund Motorsports

6/10
C

Clear View Auto Glass | Mobile Windshield Repair & Replacement in Redding, CAs

6/10
P

Production Transport

6/10
U

Used Heavy Duty Truck Parts

6/10
M

Monarch Ford

6/10
U

Used Cars for Sale in Whitinsville & Webster MA

6/10
A

Alden GMC Dealership & Service in Fairhaven, MA

6/10
G

GPS Leaders

6/10
Y

Your Local New & Used Subaru Dealer In Wausau, WI

6/10
D

Discount Tire Direct now partners with Tire Rack

6/10
A

Auto Repair in Mountain View, CA

6/10
A

Art Hossler Auto Plaza

6/10
A

Able Auto Glass

6/10
A

Automotive Upholstery | Springfield, VA | 703-354-4800 carseat iconA magnifying glass with a car icon inside of it.A black and white icon of a stack of books on a white background.price tag.

6/10
V

Vehicle Service Contracts & Auto Protection Plans

6/10
N

New Hyundai & Used Cars For Sale

6/10
A

Auto Repair & Light Truck Services in Slinger, WI Wifi signal icon, blue circle within radiating arcs.Blue and black location pin icon.Armchair outline with two horizontal blue lines for the seat.Bag of chips with blue circle detail and single chip.Credit card icon with dollar sign.Clock showing the time is 5:50.Blue puzzle piece being placed into a partially assembled puzzle, outline style.Website with tools: wrench, gear, and arrow.Blue icon of a person with arrows pointing towards them.Blue shield with clock face, representing time and protection.Blue car icon with checkmark above, signifying approval.Four hands clasped together, forming a square, representing teamwork and unity, in blue lines.Two hands clasped together, outlined in blue, with lines radiating upward, symbolizing agreement or teamwork.Checkmark within a circular arrow.Black telephone receiver icon.Clock icon.Clock icon.Dark blue location marker.White background.

6/10
C

Classic Truck Parts for Custom Builds

6/10
J

JR

6/10
G

GTAGarage.com » The GTA Mod Database

6/10
C

Colussy Chevrolet Dealer in Bridgeville PA

6/10
H

Hyundai Dealership in Minot, ND

6/10
R

Rohrich Automotive Group

6/10
H

Hassell Auto Body

6/10
M

Maserati of Washington

6/10
H

Home

6/10
M

MANTRA62

6/10
A

allegheny valley chamber of commerce

6/10
A

Auto Repair in Chattanooga, TN

6/10
L

Lolo Racks

6/10
J

Jake Sweeney Mazda Tri

6/10
A

Aviation Consumer

6/10
F

FAAC

6/10
A

Advance Adapters

6/10
C

Car Accessories Online India | Buy Car Accessories, LED Headlights, Projectors – Carhatke

6/10
H

H.A. King

6/10
B

Bergin Auto Body | Auto Collision Repair & Auto Glass Replacement Eden Prairie MN

6/10
G

Golf Cart Parts & Accessories for EZGO, Club Car & Yamaha

6/10
C

Colonial South Chrysler Jeep Dodge Ram

6/10
B

Budde Enterprises

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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