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.

319,883
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,883 Automotive Brands

AI-Ready8-10
<1%
85
Getting There6-7
7%
21,881
Needs Work4-5
63%
200,311
Not Discoverable0-3
31%
97,606

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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319,883 brands scored - page 137 of 3,199

C

Coating Daddy

6/10
A

Aprila Colombia

6/10
N

North Texas Automobile Dealers

6/10
N

Nivel

6/10
I

Ideapify

6/10
S

SWAGGYFORPRESIDENT

6/10
T

Thunderstruck Motors Home

6/10
T

The Ultimate Street Car Association

6/10
A

Advant Automotive

6/10
E

energyfaculty.com

6/10
L

LGO188 $ Koleksi Slot Gacor Dengan Fitur Wild Paling Lengkap

6/10
P

Prodomax Automation Ltd. |

6/10
B

By Rilla

6/10
C

costhack.com

6/10
R

Rimrock Subaru of Billings

6/10
T

ThreeBond Europe

6/10
D

Dinosaur Car Wash

6/10
R

RadioCodePro - Unlock Your Radio, Anytime, Instantly.

6/10
V

Village of Brooklyn in Brooklyn Michigan

6/10
N

Nord Expe

6/10
E

Euler Motors

6/10
G

GWM

6/10
E

European Auto Garage

6/10
B

blueunderground [ brand strategy + web & graphic design ] Arlington Virginia

6/10
R

Rentar Environmental Solutions

6/10
A

Automotive Warranty Network INC

6/10
B

Bridgeway

6/10
A

Auto Repair in Topeka

6/10
S

Sonic Solutions Ltd

6/10
S

Shoemaker Collision

6/10
A

Auto Body Shops Mundelein, IL | Libertyville, IL Black silhouette of two hands clasped in a handshake.Certificate with badge.Black and white icon of a document with lines, a pencil is writing on it.Black shield icon with a white star.Black stick figure walking to the right.Black car in car wash, with water droplets.Three overlapping speech bubbles.Contact Us

6/10
V

VanDevere Automotive Family is your Akron Car Dealer with Buick, Cadillac, Chevy, Kia and an Outlet with new and used cars.

6/10
M

MotoMember

6/10
C

Clay Cooley Nissan Richardson

6/10
T

Tachi-S Engineering U.S.A., Inc.

6/10
C

champion-motors

6/10
C

cmmotorsinc

6/10
K

Kenwood Tire Company

6/10
B

Bar None Auction

6/10
U

Ulrich Lifestyle

6/10
S

Suntrup Buick GMC: Car Dealer in St Peters, Missouri

6/10
M

Marina One

6/10
D

Driver’s Edge

6/10
T

TGK Tire & Auto

6/10
F

Fat Boys Tire & Auto

6/10
L

Lynn Layton Ford

6/10
K

KELMAR Safety, Inc.

6/10
R

Regal Car Sales and Credit -

6/10
D

DC Customs Off-Road Shop

6/10
C

Community Automotive Repair

6/10
C

Corvette World

6/10
M

Miami Industrial Trucks

6/10
G

German Auto Repair Specialists in Indianapolis, IN - Autohaus Merkle Map Pin Address Icon

6/10
H

haymondinsurance

6/10
S

SESETOTO

6/10
E

Earthycars

6/10
M

McDonald Volvo Cars

6/10
M

Machine Transport

6/10
L

Locksmith | Huntsville, AL | Brooks Lock and Key A black and white silhouette of a chair on a white background.

6/10
T

Tritek Window Tinting and Paint Protection Film

6/10
T

Team Acme

6/10
V

Vermillion Insurance Agency

6/10
P

Precision Combustion, Inc.

6/10
T

Toyota of Westport

6/10
M

Metro Acura

6/10
B

Bennett Oil Company | Fueling Arizona Since 1938 arrow down

6/10
A

Antrim Way Honda

6/10
C

Clean Fleet Auto Body

6/10
D

Delta World Tire Company

6/10
T

The #1 Source For Bearings, Seals, Cables, Carburetor Rebuild Kits & More

6/10
M

Miami Deel Volkswagen Coral Gables

6/10
S

Slick

6/10
W

Wrench Auto Service

6/10
A

Auto Repair Shop in Newburgh, IN - Menke's Automotive Repair Working Hours

6/10
P

Powersports Dealer in Topeka, KS - Shifting Gears Powersports

6/10
T

Tamaroff Nissan

6/10
F

Freight-calculator

6/10
D

Derrow Chevrolet

6/10
F

firetrucksunlimited

6/10
S

Speedy G Towing

6/10
M

Maplecrest Ford of Mendham

6/10
G

Gerrittsen Beach Fire Department

6/10
C

Cadillac Cars and SUVs for Sale

6/10
P

PumpMan Corporate

6/10
L

LeSueur Car Company

6/10
B

Benson CDJ

6/10
A

Auto Repair Shop | Hartford, WI | M&J Auto Sales & Service Black checkbox with a check mark inside on a white backgroundChecked checkbox icon in black outlineChecked checkbox icon with a black checkmark in a square outlineBlack checkmark inside an outlined square checkbox icon on a white backgroundCheckbox with a black check mark inside an outlined squareChecked checkbox icon in black outlineBlack oil can, tire, wrench, and spark plug icon on white backgroundBlack car icon with a check mark in a circle above itBlack bottle spraying liquid with motion lines on a white backgroundBlack circular icon with a white ring and six small dots inside, resembling a wheel or buttonBlack icon of a hand holding an electric hair clipperBlack circular icon with a white ring and six small dots inside, resembling a wheel or buttonBlack car icon with a recycling symbol above itTwo overlapping black chat bubbles with ellipsis dots on a white backgroundContact Us

6/10
A

Allied Auto Works Grant Road

6/10
B

Bubba Wallace

6/10
A

Aloha Kia

6/10
N

New and Used Chevrolet dealership in Greenwood

6/10
Q

Quality Auto Glass

6/10
D

Downtown Autobody

6/10
N

New & Used Hyundai Dealer in Denton, TX

6/10
A

automax-rentacar

6/10
D

DB Drive

6/10
K

Kia Dealership in Stockton, CA

6/10
W

Western Mold Engineering

6/10
E

Euro

6/10
T

Trackmobile

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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