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.

323,704
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 323,704 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,889
Needs Work4-5
63%
203,904
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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323,704 brands scored - page 169 of 3,238

A

Annapolis Car Center

6/10
S

Salt Lake Valley Buick GMC

6/10
H

Hendrick Collision

6/10
P

Priced Right Auto Used Car Dealership in Marne and Nunica, MI

6/10
G

GMC Dealership Near Worcester, MA

6/10
M

Mark Martin Chevrolet : Buy or Finance Cars

6/10
T

Tulsa Don Thornton Automotive Group

6/10
M

Mercedes

6/10
U

Used Cars Dealer

6/10
P

Paul Thigpen Chevrolet

6/10
F

Frank's Motorcars

6/10
G

Garber Chevrolet Saginaw®

6/10
M

Michigan City Ford

6/10
J

Jeep Dealership in Bakersfield, CA

6/10
H

Hondru Chevrolet of E

6/10
T

The Rikess Group

6/10
H

Healey Brothers Ford: Ford Dealership in Poughkeepsie, NY

6/10
M

Michigan Advanced Biofuels Coalition

6/10
K

Kia Dealership in Stamford, CT

6/10
C

Collision Repairs | Quality Auto Body Shop | Fargo, ND A black and white icon of a calendar with a check mark on it.A black map pin with a white circle in the middle on a white background.A black and white icon of a medal with a star on it.A black check mark on a white background.A black and white icon of a car with a wrench attached to it.A black and white silhouette of a car on a white background.A black and white icon of a speech bubble on a white background.CloseClose

6/10
L

Lynchburg's Terry Volkswagen

6/10
S

Santa Barbara Auto Group

6/10
C

Cincinnati's RAM 1500 & 2500 Dealer

6/10
C

Capitol Chevrolet of Salem, OR

6/10
M

Mazda Dealership Bay Shore, Long Island

6/10
T

Tony Domiano FIAT

6/10
J

Jewell Collision and Paint -

6/10
D

Drive A Dream

6/10
T

TRG Packaging and Display Solutions

6/10
O

Owner Operator Commercial Truck Insurance

6/10
W

Welcome to Concordville Nissan

6/10
B

Butler Auto Recycling | Quality Used Auto Parts Pensacola Milton Online Nationwide

6/10
N

Northgate Ford

6/10
M

MALOUF CADILLAC

6/10
U

Unique Body Shop

6/10
N

New Chevrolet and Used Cars in MYSTIC

6/10
G

Glockner GMC of Ironton: GMC Dealership in Ironton, OH

6/10
U

Used Vehicle Dealership Chantilly VA

6/10
E

Expert Car Repair Service

6/10
N

New & Used Luxury Car Dealership Dallas TX

6/10
K

Kelley Chevrolet

6/10
B

BMW of Buena Park

6/10
N

New and Used GMC Dealer Wendell

6/10
A

Acadiana Propeller & Fabrication

6/10
M

McKinney Dodge Chrysler Jeep® Ram Dealership in Easley SC

6/10
R

Randy Marion Chevrolet

6/10
A

AutoNation Acura Hunt Valley

6/10
D

davistireandautomotive.1102usa.com

6/10
T

Toyota Dealer Washington NC

6/10
A

Austin's Pro Max

6/10
A

A&L BMW

6/10
I

INFINITI of Akron

6/10
C

Costa Mesa Honda Dealership

6/10
G

Grand Junction Chrysler Jeep Dodge Ram

6/10
C

Chevrolet Dealer in Champlain, NY

6/10
G

Greenline Services Corp - Fredericksburg, Virginia | Family Owned and Operated John Deere Dealer

6/10
N

New & Used Subaru Dealership

6/10
F

Family Chevrolet Inc.

6/10
B

Beck Chrysler Dodge Jeep

6/10
S

SBOBET88 by 3DSBOBET

6/10
G

Genesis of Algonquin

6/10
A

AutoNation Subaru Hilton Head

6/10
L

Local Volkswagen Dealership

6/10
B

Bill DeLuca Chrysler Jeep Dodge Ram

6/10
F

Fox Greenville Chevrolet

6/10
N

New & Used Dealerships Chicago IL

6/10
S

SBOBET88 by 3DSBOBET

6/10
P

Polo Cooperative Association

6/10
F

Fox Chrysler Dodge Jeep Ram Dealership in Grand Rapids, MI

6/10
B

BMW of Delray Beach

6/10
N

Neil Huffman Volkswagen

6/10
T

Tim Short Honda in Ivel, KY

6/10
F

Ford Dealer in Abilene, TX

6/10
C

Chrysler Dodge Jeep Ram Dealer Mount Pocono PA

6/10
N

New Direct Chrysler Dodge Jeep Ram

6/10
N

New and Used Cadillac Dealership in Fort Wayne, IN

6/10
N

New MINI Vehicles

6/10
C

Collision Repair

6/10
N

New & Used Hyundai Models

6/10
D

DBI Truck Beds & Trailers

6/10
M

Miller Collision Center

6/10
F

Fast Splash Car Wash

6/10
P

Professional Recycling and Scrap Metal Services in Utah

6/10
H

Home

6/10
W

Westerly Chrysler Dodge Jeep Ram

6/10
H

Hi-Tech Auto Service Center

6/10
Q

Quad E Companies

6/10
J

Junge Iowa City Harley-Davidson

6/10
J

JK Subaru

6/10
C

Chrysler Jeep Dodge Ram ABQ

6/10
S

Stewart Chrysler Jeep Dodge Ram

6/10
N

New Toyota and Used Car Dealership

6/10
M

Mark Martin Motors

6/10
N

New and Pre

6/10
B

Boston Cappellino Chevrolet

6/10
S

Star Mazda Glendale

6/10
J

John Amato Mitsubishi

6/10
U

Used Chevrolet, Ford, GMC, Buick and Jeep Dealer in Union City, TN

6/10
S

Subaru Dealer in West Palm Beach, FL

6/10
A

Auto Magic Car Care

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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