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.

320,114
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,114 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
6%
20,803
Needs Work4-5
61%
194,628
Not Discoverable0-3
33%
104,601

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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320,114 brands scored - page 100 of 3,202

K

Kruesi Originals

6.1/10
S

Sandblasting Phoenix AZ

6.1/10
P

Port Angeles GM Dealer in Port Angeles WA

6.1/10
J

Joe's Drive Thru Smog Check Star Station

6.1/10
E

EPM Motorsports

6.1/10
G

GT Garage Door Repair

6.1/10
P

PFYC.com > Performance Car Parts Online Store

6.1/10
M

Mqpindianapolis

6.1/10
R

Redlands Truck & RV

6.1/10
T

Tailored Auto Styling

6.1/10
P

Professional Window Tinting

6.1/10
N

North East Ford

6.1/10
F

FJC

6.1/10
T

Tread Partners

6.1/10
I

International Sport Motors

6.1/10
V

Vintage Power Wagons

6.1/10
C

CarBlip - Buy or Lease Your Next Car Online

6.1/10
L

Link's Locksmith Services in Jacksonville FL

6.1/10
P

PSC Motorsports

6.1/10
C

Collision Correction & Customs - Fuquay-Varina Body Shop

6.1/10
Q

Quality Service Group - Quality Service Group

6.1/10
N

Newark Toyota World

6.1/10
C

Central Equipment

6.1/10
R

RIPPERS BODY SHOP - Rippers Body Shop: Expert auto collision repair, painting, dent removal & pre-purchase inspections serving Davis, West Sacramento & Woodland. Free estimates.

6.1/10
T

Tire Discounters

6.1/10
N

New BMW & Used Vehicles For Sale

6.1/10
S

Sandy's Towing

6.1/10
A

American Trim -

6.1/10
F

Ford Dealer in Portsmouth, NH

6.1/10
A

Alan Jay Automotive Network SUVs Trucks Cars in Sebring, FL

6.1/10
W

Wilkes

6.1/10
H

Helotes Overhead Doors

6.1/10
J

Jetset Airmotive, Inc. | Worldwide provider of turbine engines and parts for all PT6A models, Twin-Pac and JT15D engines.

6.1/10
A

Alma Tire Companies

6.1/10
S

Southeast Cylinder Head

6.1/10
M

Marin Automotive

6.1/10
T

Toyota Dealership in Greenville MS

6.1/10
P

Paramount Intermodal Systems

6.1/10
J

JB Auto CARE | Weymouth's Best Auto Repair Shop Review Star Rating

6.1/10
H

Happy's Tree Service

6.1/10
G

Garage Guys Automotive

6.1/10
N

NAGA169

6.1/10
T

The Paddock Classic Car Restorations

6.1/10
G

Gillman Subaru Southwest

6.1/10
A

Autopia Bloomington Auto Service and Repair - Home Page Dialer icon

6.1/10
F

Fantasy Auto Sales Inc.

6.1/10
G

Georgia Roadside

6.1/10
M

Mac's Automotive Service & Radiator Repair

6.1/10
W

www.clovischryslerdodgejeepram.com

6.1/10
T

Trusted Auto Repair in Oklahoma City | Ken's Tire and Auto Reviews Quotation Mark

6.1/10
M

Moment Bicycles

6.1/10
C

Chase Filter Company

6.1/10
R

Redondo Car Wash

6.1/10
V

Vancouver Toyota

6.1/10
S

Silver City Processing

6.1/10
Q

Quality Auto Repair in Mission Viejo

6.1/10
H

Home Page

6.1/10
B

Bintelli Golf Carts

6.1/10
F

Force TK

6.1/10
S

Star Ford of Glendale

6.1/10
N

New & Used Ford Dealer in Tacoma, WA

6.1/10
S

Steering Columns Galore

6.1/10
M

Monster Equipment

6.1/10
S

Sioux Empire Automotive

6.1/10
A

Auto Repair Long Island City

6.1/10
J

Jack Chevrolet

6.1/10
M

MasterControls

6.1/10
G

Glass & Windows | Toalson Glass | Columbia, MO A black briefcase with a handle on a white background.A black and white icon of a triangle on a white background.A black and white icon of a phone with a magnifying glass.A silhouette of a person with three stars around his head.A black and white icon of a building on a white background.A black and white icon of a ribbon with a star in the middle.A black and white icon of a speech bubble on a white background.CloseClose

6.1/10
N

New & Used Ford Dealership

6.1/10
A

AEGIS

6.1/10
Z

Ziems Ford Corners

6.1/10
R

Retrocycle, LLC

6.1/10
F

Findlay Toyota

6.1/10
O

Oasis Manufacturing

6.1/10
C

Chiefland Chevrolet Dealer in Chiefland FL

6.1/10
N

North and South Carolina Auto Repair - Woodie's Auto Service & Repair Centers Menu

6.1/10
H

Honda of Burlington

6.1/10
B

BMW Dealership Near You in Sudbury, MA

6.1/10
B

Bullhide 4x4

6.1/10
H

Hay Tire Pros

6.1/10
G

Gray Daniels Nissan Brandon

6.1/10
D

Duravi

6.1/10
T

Toyota Dealership in Smithfield RI

6.1/10
G

Grounded Group

6.1/10
G

Gatorwraps, Inc.

6.1/10
A

auto detail

6.1/10
R

Ramona Tire & Service Centers

6.1/10
B

barco rent a truck

6.1/10
A

Auto Repair in Orange, CA | Main Auto Care Review Stars Rating

6.1/10
T

Toyota Sunnyvale

6.1/10
C

Carmedix NC

6.1/10
T

Trusted Auto Repair in York, PA | Fadely’s Auto Masters Location IconClock IconPhone IconLocation IconClock IconPhone IconBlue icon of car with dollar sign above it.Blue icon of car with a warranty badge above.Blue icon of a star above, indicating rewards.Blue icon of three blue chairs and a clock above, indicating a waiting area.Blue icon of steam rising from a cup.Blue icon of car with car keys above hand.Blue icon of car with dollar sign above it.Blue icon of car with keys above.Blue icon of star

6.1/10
C

Chevrolet Dealer serving in Constable, Burke, Chateaugay, NY

6.1/10
K

KamiSpeed.com

6.1/10
A

Ace Auto Repair

6.1/10
C

campbell supply

6.1/10
C

Criswell Auto Means Quality Car & Truck Dealers in Maryland and Virginia

6.1/10
S

Supreme Seat Covers

6.1/10
N

New and Used Cars and Service Indianapolis IN

6.1/10
A

Auto Repair Shop in Las Vegas

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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