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.

320,715
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,715 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,917
Needs Work4-5
63%
200,608
Not Discoverable0-3
31%
98,107

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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320,715 brands scored - page 150 of 3,208

N

North Idaho Collision Repair Center

6/10
S

Sterling Chrysler Dodge Jeep RAM Opelousas

6/10
U

Used Cars Boise ID, Pre

6/10
P

Pasadena Insurance Agency

6/10
A

Ace Auto Salvage | Staten Island

6/10
E

Expressway Auto Inc.

6/10
S

Shaw Development LLC

6/10
S

Subaru South Charlotte

6/10
​

​Cincinnati Towing Service

6/10
W

Wittrock Motor Company

6/10
T

Toyota Dealer in Glens Falls, NY

6/10
K

Kia Dealership in Escondido, CA

6/10
D

Dewitt Chevrolet Dealer in Dewitt MI

6/10
V

Volvo Cars Rochester®

6/10
P

Precision Filtration Products

6/10
W

wpromo.net

6/10
C

Cary Auto Repair - NC Complete Auto Care Engine Repair and Diagnostics in Cary, NC

6/10
N

New & Used Cars in Riverside, Moreno Valley & San Bernardino, CA

6/10
C

Concrete Leveling, Mudjacking, Raising, Slab & Sidewalk Leveling Champaign, Bloomington, Peoria IL and Surrounding Areas

6/10
P

Play Date

6/10
N

North Dallas Imports

6/10
F

Father & Son Auto Sales

6/10
B

Billings Chevrolet Dealer in BILLINGS MT

6/10
E

Elite Vehicle Solutions

6/10
S

Salt Lake City European Auto Repair - Wofford's European Car Phone Icon

6/10
A

A. Stucki

6/10
F

Fieldhouse Chrysler Dodge Jeep Ram

6/10
C

Capitol Yamaha

6/10
E

Eastern Torque Services

6/10
E

Executive PDR

6/10
N

Nationwide Flatbed & Heavy Haul Freight Broker

6/10
B

Bradley Chevrolet of Parker, AZ

6/10
M

Museum of American Speed

6/10
D

DPL Telematics

6/10
R

Residential, Commercial, Automotive Locksmith

6/10
M

Michiana Door

6/10
C

Continental H & K Chevrolet Buick Inc

6/10
W

WrapWerks

6/10
N

New & Used Vehicles Dealer in MARLOW HEIGHTS MD at Ourisman Mitsubishi

6/10
A

Advantage Cadillac

6/10
J

Jamestown Honda

6/10
D

Darling's Insurance Agency

6/10
R

Ruge's Subaru

6/10
P

Perryville Overhead Door

6/10
R

RC Hill Honda Powersports

6/10
C

Chevrolet Dealership Marlow Heights MD

6/10
N

Newgate School

6/10
O

Ourisman Auto Group Car Dealer Alexandria VA

6/10
I

IQ Manufacturing

6/10
R

Racin repair

6/10
E

EAS Tire & Auto

6/10
P

PETERS PERFORMANCE

6/10
C

Chrysler Jeep Avondale

6/10
N

New & Used Hyundai in Hicksville, NY

6/10
H

HULKABERRY'S SIGNS, WRAPS, TRUCK & TRAILERS

6/10
R

Ridings Auto Group

6/10
E

Eastern Tire & Auto Service

6/10
D

Deland Chevrolet Dealer in DELAND FL

6/10
F

FPI Pumps - Axial Flow, Mobile & Portable Pumps

6/10
A

Advance Transmission

6/10
C

Chrysler, Dodge, Jeep, Ram & Used Car Dealer Lima, OH

6/10
A

Auto Repair in Twin Cities Metro Area | Homestead Auto & Tire Review Star Rating

6/10
A

AutoNation Car Dealership Colorado Springs

6/10
H

Hyundai Dealership in Clearwater FL

6/10
P

Payless Glass Services Inc. - LIC#1114575

6/10
H

Haley Automall

6/10
D

Dependable Chrysler Dodge Jeep Ram

6/10
S

Sternberg Chrysler Center Inc

6/10
S

Southwest Muffler & Brake

6/10
S

Singer Heating and Cooling

6/10
T

TLC Auto Detail

6/10
E

Elder's Service Inc

6/10
A

Auto Repair Shop - McHenry, IL | Northtown Auto Service Reviews Stars Rating

6/10
S

Superior Performance Auto

6/10
D

Derby Overhead

6/10
M

Mercedes Dealer Near Me

6/10
A

Andy Mohr Hyundai

6/10
R

Red Rock Auto Center

6/10
S

Scott's Auto

6/10
F

First Nissan

6/10
G

GoKey Locksmiths

6/10
A

Auto Detailing & Cleaning | Sunshine | Cranston, RI A black icon of a seal with a checkmark in the center and a ribbon at the bottom, representing quality or approval.A line art icon of three overlapping sedan

6/10
M

Mohrs' Automotive in Santa Rosa Beach, FL | Auto Repair Five black stars in a row

6/10
E

Ed Napleton Kia Kia Dealership Kia Near Me Dealer Chicago, IL

6/10
F

Fred Beans Hyundai of Abington

6/10
N

New and Used Ford, Chevrolet, CADILLAC, RAM and Jeep Dealer Roanoke Rapids

6/10
N

New and Pre

6/10
N

Nissan Dealership in Paducah KY

6/10
M

Michael Anderson Photography

6/10
C

CSTK

6/10
K

Kesler Tire

6/10
F

Fowler Jeep of Boulder

6/10
T

Toyota Dealership in Carroll IA

6/10
W

Washington D.C Chevrolet Dealer in Front Royal VA

6/10
N

New and used Chevrolet Car Dealer

6/10
E

Essential Auto Care

6/10
C

Chevrolet Dealer Salisbury, Berlin MD

6/10
N

New & Used Chrysler Dodge Jeep Ram Dealer In Saukville, WI

6/10
S

Search Used Cars & New Cars Online

6/10
T

Truck Rental Driver

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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