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.

433,449
Brands Scored
3.8/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 433,449 Automotive Brands

AI-Ready8-10
<1%
96
Getting There6-7
6%
25,232
Needs Work4-5
56%
244,177
Not Discoverable0-3
38%
163,944

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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433,449 brands scored - page 72 of 4,335

B

Berge Toyota

6.3/10
A

Anderson Buick GMC of Hunt Valley

6.3/10
A

Auto Repair in Alexandria, LA | Price Automotive STAR RATING

6.3/10
M

Mount Airy Toyota Serving Mount Airy, Pilot Mountain, Dobson NC & Cana, Galax VA

6.3/10
D

Drive Roadside

6.3/10
T

T-H Marine Supplies

6.3/10
A

Armory Shell Towing & Auto Body

6.3/10
D

Daytona Toyota

6.3/10
I

INSURLYNX

6.3/10
C

Chicago Garage Door

6.3/10
P

Phoenix Subaru Dealer

6.3/10
S

Sound Connection

6.3/10
E

Express Paint

6.3/10
R

Revista Rupturas

6.3/10
S

Slot Machine Technology

6.3/10
T

thejammerblocker.com

6.3/10
T

TrailRecon

6.3/10
R

RGP Dental

6.3/10
C

Chevy Dealer Livonia, MI

6.3/10
C

Consultoría y servicios editoriales | Mariana Eguaras

6.3/10
A

Antenova

6.3/10
G

Grease Monkey®

6.3/10
F

Ford Car Dealership In OKC Oklahoma

6.3/10
R

RD Industries

6.3/10
C

CARFAX

6.3/10
M

Miller Recycling

6.3/10
R

RPM

6.3/10
M

Mejores Casinos Internacionales Online 2026

6.3/10
D

DeKalb Magistrate Court

6.3/10
A

Auto Body Toolmart

6.3/10
T

Traditions Monaco

6.3/10
E

Evans Tire & Service Centers

6.3/10
I

Impulse Offroad

6.3/10
P

Preston Automotive Group

6.3/10
F

Fenton Fire

6.3/10
P

PSTDS

6.3/10
R

Rocky Mountain Insurance Center

6.3/10
N

New & Used Ford Cars & Trucks

6.3/10
T

Turbo Garage Door

6.3/10
P

paradox-software-co

6.3/10
A

Auto Repair in Lynchburg, VA | Endurance Auto Repair and Tire Star Rating

6.3/10
T

Toyota of Naperville

6.3/10
C

Car Detailing Woodbridge Va

6.3/10
D

Diesel Barbershop

6.3/10
M

Manufacturer for innovative magnetic separation technology & sensor sorting • STEINERT

6.3/10
H

Heliox

6.3/10
Q

Quick Stay in Your Car Oil Change

6.3/10
R

RDS Delivery Service

6.3/10
B

Blog de viajes para viajar por libre - Viajeros Callejeros

6.3/10
E

eevee's

6.3/10
M

MobileHelp 2026

6.3/10
O

OEM Interactive

6.3/10
C

CA Auto & Home Insurance Agent Jake Cesare - State Farm®

6.3/10
S

Sean Hunter

6.3/10
S

Service Master Clean

6.3/10
G

Garrett Specialties

6.3/10
L

Language selection

6.3/10
S

S'wheat Bottle

6.3/10
C

Colors On Parade | A Body Shop Alternative

6.3/10
S

Sell Damaged Car Today. We Buy Any Car Cash: Broken, Salvage, Totaled & Wrecked

6.3/10
K

Kent Auto Repair in Kent, WA | Premier Automotive Services Reviews Stars Rating

6.3/10
S

S.W. COLE

6.3/10
P

Prestige Auto Works

6.3/10
S

State Farm Insurance Agent Matthew Casillas in Davenport IA

6.3/10
M

Mathias Sports

6.3/10
S

Switch Suspension: Quality Suspension Kits and Upgrades

6.3/10
P

Prius Anima

6.3/10
P

Parts for Honda Civic

6.3/10
A

Affordable Car Rental Dubai, UAE

6.3/10
N

NMB Technologies

6.3/10
U

UHV Design

6.3/10
G

Gore Motors Honda

6.3/10
S

Sam Packs Five Star Ford of Lewisville

6.3/10
S

Scott Nowicki-State Farm, serving LA, MS, and TX.

6.3/10
F

Fix Network World

6.3/10
S

Sylas and Maddy's Homemade Ice Cream

6.3/10
I

IL Auto & Home Insurance Agent Sebastian Patkowski - State Farm®

6.3/10
M

My WordPress Site

6.3/10
S

Seattle ClearBra

6.3/10
C

CA Auto & Home Insurance Agent Laura Peterson - State Farm®

6.3/10
L

Luxury Charter Bus Rentals in San Diego | Asorta Transportation A white background with a few lines on itA black silhouette of a phone on a white background.A black and white icon of a suitcase on wheels on a white background.A black and white icon of a suitcase on wheels on a white background.A black and white icon of a suitcase on wheels on a white background.A black and white drawing of a man wearing a headset.A black and white drawing of a clock on a white background.A black and white drawing of a person with three arrows pointing in different directions.A hand is holding a coin with a dollar sign on it.A black and white drawing of a map pin on a white background.Two cars are driving in a line on a white background.A white check mark in a black circle on a white background.A white check mark in a black circle on a white background.A white check mark in a black circle on a white background.A black map pin with a hole in the middle on a white background.A black airplane is flying in the sky on a white background.A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.

6.3/10
A

Auto Repair Shop

6.3/10
H

Honest Diesel

6.3/10
N

Novalya - Automatisez votre prospection

6.3/10
P

Pronto Insurance

6.3/10
A

Annandale Tow Truck | Annadale Towing Service When You Need Roadside Assistance

6.3/10
A

Auto Repair Near Me

6.3/10
S

SENIX Power Tools & Landscaping Equipment

6.3/10
T

Tata Autocomp Systems

6.3/10
C

Capable One Door

6.3/10
B

Brendan Monahan

6.3/10
S

SEOSpace

6.3/10
P

Private Investigation Services

6.3/10
E

Eli's Elite Mobile Detailing

6.3/10
H

Home

6.3/10
E

Elite® Garage Door & Gate Repair Of Lynnwood WA & Snohomish County

6.3/10
P

Pulse News Mexico -

6.3/10
D

Derin Çocuk Otizm Disleksi DEHB Konuşma Ergoterapi Özel Eğitim ve Rehabilitasyon Merkezleri

6.3/10
S

Syonyk’s Project Blog

6.3/10
D

Dexco Racks

6.3/10
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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 3.8/10 means for automotive brands

The average Automotive brand we've scored sits at 3.8/10. 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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