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.

320,213
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,213 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
6%
20,793
Needs Work4-5
61%
194,337
Not Discoverable0-3
33%
105,001

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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320,213 brands scored - page 94 of 3,203

P

Pritchard Family Auto Stores

6.1/10
F

Fleet Management & Leasing

6.1/10
C

Capitol Bearing & Hydraulics

6.1/10
C

Chapman Arizona

6.1/10
M

Motor City Wash Works

6.1/10
H

Hamilton PreOwned Dealer in Hamilton OH

6.1/10
M

Mid Florida Material Handling

6.1/10
S

safe barriers

6.1/10
M

MasterClass Automotive

6.1/10
P

Parsec Technologies

6.1/10
I

i-TECH e-Services

6.1/10
S

Skeeter's Auto Service

6.1/10
C

Custom Truck and Accessories Tulsa

6.1/10
S

Spill King

6.1/10
B

Bill McAnally Racing Napa AutoCare

6.1/10
R

RapidView

6.1/10
J

Jeffrey's Auto Exchange

6.1/10
G

Green Bay Nissan Dealer in Green Bay WI

6.1/10
R

Royce Industries

6.1/10
B

BodyKits.com

6.1/10
O

Ohio Valley Manufacturing Inc.

6.1/10
T

Toyota of Bedford

6.1/10
N

New Chevrolet and Used Car Dealer in Springfield, MO

6.1/10
M

MAG CDJR

6.1/10
C

Crosspoint Power & Refrigeration

6.1/10
H

Honda of Lake Jackson

6.1/10
A

AJR International

6.1/10
E

E

6.1/10
A

Allison Ramsey House Plans

6.1/10
J

Jack Kain Ford

6.1/10
D

Dynamic Automotive

6.1/10
P

Prime Design | Prime Design

6.1/10
G

Gustafson Brothers Automotive Huntington Beach

6.1/10
T

The Metal Surgeon Car Restorations

6.1/10
G

GB Reman

6.1/10
V

Versalift US

6.1/10
N

New & Used Nissan Dealer Bay Ridge NY

6.1/10
W

Weld Power Generator

6.1/10
B

Bridgeport, OH Store

6.1/10
N

Nelson Nissan Broken Arrow

6.1/10
D

Dallas Lease Returns

6.1/10
B

Buick GMC Dealer Green Brook, NJ

6.1/10
A

Armstead Automotive Repair and Service Inc.

6.1/10
P

Pro 1 Automotive

6.1/10
L

Lexus of Lehigh Valley

6.1/10
C

Cowboys and Engines Truck Repair - Commercial Truck and Heavy Equipment Repair South Texas

6.1/10
S

Stertil-Koni USA

6.1/10
T

Trusted Used Car Dealership in Oklahoma

6.1/10
I

Import Auto Specialists

6.1/10
L

Local German Auto Repair Shop | Marietta, GA | German Auto Repair A black and white icon of a ribbon with a star in the middle.A black and white silhouette of a car on a white background.A hand holding three stars on a white background.A black and white icon of a certificate with a ribbon.A black and white icon of a badge with a person 's name and id.CloseClose

6.1/10
A

A-Affordable Transmissions Center

6.1/10
G

Gurley Leep Ford

6.1/10
A

Auto Repair | Huntington Beach, CA | Enjoying Mechanics A black icon of a person wearing a tie positioned behind three stars.A black icon of a calendar featuring a briefcase symbol and a clock, representing a work schedule or appointment.A black icon of a hand holding a circular badge with a checkmark, representing quality, approval, or service.A black icon showing a document with a dollar sign overlaid by a shield with a checkmark, symbolizing secure payment.A black icon of a percentage sign inside a scalloped

6.1/10
P

Planet Nissan

6.1/10
F

Fleet Services of Tulsa

6.1/10
O

OBD2.com

6.1/10
D

Dutchess Dodge

6.1/10
A

ARES Tool, MJD Industries, LLC

6.1/10
H

Houston Toyota Dealer

6.1/10
T

Toyota of Berkeley

6.1/10
B

Buick & GMC Dealer near Atlanta, GA

6.1/10
U

Ulrich Lifestyle

6.1/10
P

Power Systems Research: Global Resource for production data since 1976

6.1/10
S

Stokes Honda North

6.1/10
H

Hamilton Machine

6.1/10
D

D & D Garage Doors

6.1/10
F

Freeman Toyota: New & Used Toyota Dealership in Hurst, TX

6.1/10
S

STG Auto Group

6.1/10
T

Toyota Lift Northwest

6.1/10
T

Transportation and Warehouse Services

6.1/10
N

New & Used Ford Dealership Kansas City, MO

6.1/10
S

Scooterworks USA, LLC

6.1/10
W

www.baysidechryslerjeepdodge.net

6.1/10
W

Wrap Solutions | Vehicle Car Fleet Commerical Vinyl Wraps

6.1/10
H

Hometown Detailing

6.1/10
C

Curbtender, Inc

6.1/10
E

Expert Auto Repair in Westminster, MD | Westminster Tire & Service Rating Icon

6.1/10
O

Omega Auto Clinic, LLC

6.1/10
A

Auto & Tire Service—Mobile or In-Shop | Modern Mobile Tire Location IconLocation IconHours IconLocation IconWaiting Room IconWifi IconRefreshments IconMobile Services IconTowing IconHandicapped Accessible IconDrop Box IconWarranty IconCertification IconWaiting Room IconWifi IconRefreshments IconMobile Services IconTowing IconHandicapped Accessible IconDrop Box IconWarranty Icon

6.1/10
E

Elgin Industries | Engine and Chassis Component Manufacturer

6.1/10
P

Pierre's Body Shop

6.1/10
C

CityScape Garage Doors

6.1/10
E

Expert Auto Repair in Fort Collins | Total Automotive Reviews Star Rating Icon

6.1/10
S

Salts Gone™

6.1/10
A

Automax Preowned

6.1/10
S

Simmonson Automotive

6.1/10
M

Mayman Aerospace

6.1/10
G

Great Lakes Honda

6.1/10
D

DentXpress

6.1/10
C

Clay Cooley Volkswagen of Park Cities

6.1/10
K

Kriete Truck Centers

6.1/10
M

McDonough Toyota

6.1/10
P

Poynette, Cottage Grove, & Madison Auto Repair

6.1/10
A

Auto Detailing Service in Bay City, MI | The Detail Doc logo 8logo car 9logo car 2

6.1/10
C

Chris' Automotive Center

6.1/10
A

Auto Body Repair & Customizing | Nice Wheels Auto Shop Ashland MA A black and white icon of a ribbon with a check mark in the center.A black shield with a white check mark on it.A black and white icon of a speech bubble on a white background.CloseClose

6.1/10
G

Goodyear Brakes

6.1/10
S

Subaru Dealer in Harrisonburg Serving Central Virginia

6.1/10
D

Dyer Chevrolet Fort Pierce

6.1/10
A

All Solutions Insurance

6.1/10
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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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