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.

521,647
Brands Scored
3.8/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 521,647 Automotive Brands

AI-Ready8-10
<1%
105
Getting There6-7
6%
29,071
Needs Work4-5
55%
285,359
Not Discoverable0-3
40%
207,112

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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521,647 brands scored - page 69 of 5,217

R

RunBuggy

6.3/10
W

Welcome to Atlantic INFINITI

6.3/10
Q

Quintana Towing Services

6.3/10
L

Le Crédit 100% en Ligne – Réponse immédiate

6.3/10
I

Illustrated Articles for Car Buyers and Owners

6.3/10
R

Rogers Stereo

6.3/10
I

Inver Grove Toyota

6.3/10
P

Plastic Tanks, Spray Equipment & Parts Sold by Chemical Containers, Inc.

6.3/10
M

Mytee LLC

6.3/10
I

Insurance Agent Michael Venable in Hopkinsville KY – State Farm®

6.3/10
P

Patterson Trucks

6.3/10
K

KHS Bicycles

6.3/10
U

UnlockBoot

6.3/10
G

GCBC

6.3/10
D

DARK KUSTOM

6.3/10
C

CMG | Vehicle Recovery & Movement Specialist A white background with a few lines on itA white background with a few lines on itA white background with a few lines on itA white background with a few lines on itA white background with a swirl of water coming out of it.A white background with a few lines on itEmail info@cmg-

6.3/10
M

Maddox Transformer

6.3/10
A

Auto Body West Bend, WI | Coachwork Auto Body, Inc Black and white verified checkmark badge.Black and white verified badge with a checkmark.Black and white verified badge.Black verified badge.Black and white verified badge icon.Black verification badge with a white checkmark.Three speech bubbles overlapping, with conversation indicators (dots) inside.Contact Us

6.3/10
I

Inline Tube

6.3/10
K

Kirkwood Ford Dealer in Kirkwood MO

6.3/10
M

McCook Gazette

6.3/10
H

Honda of Pasadena

6.3/10
T

Tarnow Doors - Garage | Entrance | Storm | Motorized Screens

6.3/10
C

Corporate Moving New York, NY | UMC Moving Company, Inc A truck with a house on the back of it.A black and white icon of a factory with an arrow pointing to it.A man is pushing a cart with boxes on it.A black and white icon of a shopping cart with boxes in it.A black and white icon of a barn with a garage door.A folder with a shield and a check mark on it.A black and white icon of two speech bubbles on a white background.Contact Us

6.3/10
C

Chassis Unlimited Inc.

6.3/10
D

Drive Casa - Drive Casa

6.3/10
K

KDV Label - Leading with Service Since 1974

6.3/10
M

Mike Erdman Toyota

6.3/10
S

Shamberg, Johnson & Berman

6.3/10
C

CarVision

6.3/10
L

Lee County Insurance

6.3/10
A

Actualidad Motor

6.3/10
P

Premier Building Systems

6.3/10
E

Ecklers.com

6.3/10
T

Time Transformed

6.3/10
C

CFNA Credit Cards

6.3/10
M

Mid Ohio Sports Car Course

6.3/10
N

Neale Fhima

6.3/10
L

Lee's Summit Chevrolet Dealer in Lees Summit MO

6.3/10
R

Rabaconda

6.3/10
W

WigOutlet.com

6.3/10
Q

Q9 PowerSports USA

6.3/10
S

Schumacher Electric

6.3/10
P

Plycon Transportation Group

6.3/10
O

Old Town

6.3/10
V

Victrex

6.3/10
V

Vanderbilt Cup Races

6.3/10
T

TiTech Marketing

6.3/10
A

Auto Shop Management Software

6.3/10
S

Shupper-Brickle Equipment

6.3/10
T

TractionLife

6.3/10
C

Car Covers

6.3/10
P

Powerbuilt Tools

6.3/10
T

Tucson Auto Glass Repair Pros

6.3/10
گ

گالری اشرافی

6.3/10
N

New & Used Chevy Dealership in Selma, TX

6.3/10
C

Car Dealer Websites That Convert

6.3/10
T

Truth Comes to Light

6.3/10
T

Truly Mama

6.3/10
B

Broomfield USA

6.3/10
H

Houston Auto and Collision Repair - Elite Auto Experts Clock

6.3/10
A

Auto Pro Detailing

6.3/10
B

Bow Auto Parts

6.3/10
T

Toyota New & Used Car Dealer

6.3/10
K

Kraft Nissan

6.3/10
T

Trojan Auto Care

6.3/10
D

Discounted Party Bus & Group Transportation

6.3/10
S

SEO Salt Lake City | Utah and Park City SEO | Barking Frog SEO

6.3/10
G

Glass Tint USA

6.3/10
I

Insta-Brite Mobile Power Washing

6.3/10
C

Cedric Theel Toyota

6.3/10
C

Classic Recreations: Luxury Classic Car Builder

6.3/10
G

Gentilini Motors

6.3/10
C

Custom Flags & Feather Flags | Outdoor Advertising Banner Flags by FFN

6.3/10
T

Torin Inc.

6.3/10
S

Silverdale Autoworks

6.3/10
N

New York Motor Insurance

6.3/10
M

MAZVO Auto Car Care Center

6.3/10
S

Slicks Graphics Inc.

6.3/10
R

Raleigh Locksmith 919

6.3/10
D

Dollar Hobbyz

6.3/10
D

Don Davis Nissan

6.3/10
D

Don's Garage Door Repair

6.3/10
S

State Farm Insurance Agent Jennette Torres in Chicago IL

6.3/10
A

AAMCO Colorado

6.3/10
A

AAMCO Minnesota

6.3/10
J

Judd Power

6.3/10
N

New Ford and Used Car Dealer Serving Fairfield

6.3/10
F

Ford Trend | New Cars, Trucks, SUVs, Crossovers & Hybrids

6.3/10
C

Cerritos Nissan Dealer

6.3/10
A

ABC Door Company

6.3/10
G

Garage Doors Repair in Maryland, Virginia & Washington

6.3/10
V

VA Business Insurance Agent Tracey Portillo - State Farm®

6.3/10
J

Junk Car Masters

6.3/10
J

Junkyard Mob

6.3/10
C

Cella Ford New Bern, NC

6.3/10
O

ONE | Our Next Energy

6.3/10
J

Just Call Moe Injury and Accident Attorneys

6.3/10
J

Just Web Agency

6.3/10
F

Fouts Fire | Fire Tankers, Pumpers, and Fouts FOURs

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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