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.

320,687
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,687 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,904
Needs Work4-5
63%
200,598
Not Discoverable0-3
31%
98,102

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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320,687 brands scored - page 154 of 3,207

F

Furgerson's Garage

6/10
M

Milea GMC

6/10
C

Chevrolet Dealership in Sanger TX

6/10
K

Keffer Kia

6/10
N

Nona's Auto Center

6/10
T

Tim's Trim - Car Starters & Accessories, Wheelchair Vans

6/10
T

TXGARAGE

6/10
M

Mini U Storage

6/10
T

The Golf Cart Company

6/10
P

PRT Auto Parts

6/10
N

New & Used Holm Buick GMC Dealer in Salina KS

6/10
B

Becker Service Center

6/10
M

Matrix Garage Doors

6/10
N

New & Used Kia Dealer in Putnam, CT

6/10
C

Collision Auto Parts

6/10
T

Tire Services | Tire World Discount | Parma, OH | Cleveland, OH CloseClose

6/10
C

Castle Garage Doors & Gates

6/10
A

Auto Repair, Oil Change Service, Texas Auto Inspections | Swift Lube & Oil Change Lubbock, TX (806) 368

6/10
B

Blue Line Bike Lab

6/10
G

G&G Auto Repair

6/10
C

Cricket Carts Direct

6/10
P

Project Printed

6/10
S

South Street Auto Sales

6/10
N

New & Used Nissan Car Dealership

6/10
E

Ed Shults Chevrolet

6/10
W

Welcome to Dan Welle Automotive

6/10
A

AutoNation Ford Katy

6/10
J

Jannetty Racing Enterprises

6/10
C

Chrysler Dodge Jeep Ram Dealer in Adrian MI

6/10
A

Automotive Key

6/10
T

Towing Mukwonago, WI | Muskego, WI | AM Towing, Inc Checkmark inside a circle.Checkmark inside a circle.Checkmark inside a circle.Checkmark inside a circle.Checkmark inside a circle.Checkmark inside a circle.Tow truck lifting a small car.RV or motorhome in profile view, with two rectangular windows and a door.Car being towed on a flatbed tow truck.Service truck with wrench and screwdriver icon on the side.Tow truck carrying a car.Car being towed on a flatbed tow truck.Tow truck icon with a lifting arm.Service truck with wrench and screwdriver icon on the side.Car parked in a garage with an overhead door.Two overlapping speech bubbles with ellipsis dots, indicating a conversation or chat.Contact Us

6/10
U

Used Car Motor Mall Of Grand Rapids

6/10
B

Bay Area Livescan Fingerprinting and Background Check - Quickest Fingerprinting Service and Background Check

6/10
F

Flat Rate Locksmith

6/10
A

Aerial Equipment Parts

6/10
F

Fairfield Kia in Keene, NH

6/10
C

City Collision Center

6/10
D

Dodge RAM Jeep Chrysler Dealership Roanoke IL

6/10
R

Route 130 Chrysler Dodge Jeep Ram

6/10
S

SouthPaw Upholstery

6/10
C

Chevrolet Dealership in Ashdown AR

6/10
D

Dodge Chrysler Dealer in South Burlington, VT

6/10
C

CSAI Auto Service

6/10
W

Weimer Hyundai

6/10
L

Lincoln Auto Dealership in Phoenix

6/10
M

MINI Peabody

6/10
T

The Door Heroes

6/10
A

Auto Repair in the Lancaster and Bird in Hand Area

6/10
B

Buick, GMC Dealership in Henderson NV

6/10
G

Greenway's Car Care Products

6/10
B

Brookside Auto

6/10
P

Por4mance

6/10
H

Hilltop Chrysler Dodge Jeep Ram

6/10
B

Barstow Auto Service

6/10
B

Best Jeep & Ram Dealership Serving Warren & Hunterdon County

6/10
N

North American Trailer

6/10
P

Powersports Dealer in Nampa ID

6/10
M

MotoEscape Car Storage

6/10
N

New and Used Kia Dealership West Nyack, NY

6/10
N

New & Used Chevrolet Dealer in Tacoma, WA

6/10
V

Valley Home Services - Maine

6/10
N

New and Used Subaru Dealer in Lafayette, Indiana

6/10
A

Alpha Tow Truck Services

6/10
I

Insurance Solutions | Yingling & Nuessen Insurance A black map pin with a white circle in the middle on a white background.

6/10
P

Puget Sound Locksmith

6/10
S

Second City Scooters

6/10
A

Auto Repair in Greenwood, IN | Apex Vehicle Maintenance Inc. Star Rating Icon

6/10
W

Winner Volkswagen of Dover

6/10
A

Affordable Auto Care

6/10
A

Audi Central Houston

6/10
N

New & Pre

6/10
J

Jeff Wyler Chrysler Dodge Jeep RAM Dealer near Columbus, OH

6/10
T

TVD Vinyl Decals

6/10
A

Auto Repair Shop | Gladstone, OR | In & Out Auto Care A black icon of a side

6/10
C

Chevrolet Dealer in Hicksville, OH

6/10
S

SCHNEIDER AUTOHAUS

6/10
W

Woodhouse Lincoln: Lincoln Car Dealership Omaha, NE

6/10
H

Howard Auto Service

6/10
M

Matthews Kia of Blakely

6/10
N

New & Used Car Dealership Charlottesville VA

6/10
L

Larkin Greenewood Ford

6/10
B

Bailey Cole Racing

6/10
E

Evans Automotive

6/10
O

Oviedo Chevrolet

6/10
S

South Miami Alfa Romeo

6/10
A

Auto Repair in Washington, UT | CT Auto Powered by Pete’s Autoworks Star Rating

6/10
S

Southwest Auto Collection

6/10
M

Morrison Industries

6/10
D

Dodge Chrysler Jeep Dealer

6/10
B

Berkeley Auto Repair - Berkeley Bob's Tires Service

6/10
H

Harper Jeep Ram Chrysler Dodge

6/10
A

Auto Repair in Kennewick, WA | Steve’s Tire & Auto Repair QUOTATION MARKS

6/10
X

Xcelleration Aviation & Detailing

6/10
P

Pure North Golf Cars

6/10
T

Toyota Greenville

6/10
S

Subaru Dealer in American Fork, UT

6/10
B

BMW of Fremont

6/10
N

NormansGlass

6/10
M

May Automotive LLC

6/10
E

Equalians

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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