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.

319,975
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,975 Automotive Brands

AI-Ready8-10
<1%
84
Getting There6-7
7%
21,441
Needs Work4-5
62%
198,343
Not Discoverable0-3
31%
100,107

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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319,975 brands scored - page 117 of 3,200

P

Pop-A-Lock

6.1/10
D

DC Clear Auto Bra - Washington DC Clear Auto Bra Film

6.1/10
3

360 Auto Service

6.1/10
E

Expert Garage Door and Gate Repair and Installation Redmond and Mercer Island, WA

6.1/10
P

Play Escape Road 2 Online

6.1/10
R

RealTruck

6.1/10
E

Exhaust System Services in Spring Valley, CA | Ed Hanson's Muffler Service Phone | Ed Hanson's Muffler ServiceLocation | Ed Hanson's Muffler ServiceTime | Ed Hanson's Muffler ServiceClock | Ed Hanson's Muffler ServiceFree
Wi

6.1/10
T

Toyota Indus

6.1/10
C

Collision Repair & Auto Body Services in Columbus, Ohio

6.1/10
T

Towing in Edmonton You Can Trust

6.1/10
A

Auto Parts Outlet

6.1/10
A

Andaleeb Cars

6.1/10
L

La Mar Auto Glass

6.1/10
C

California Car Laws

6.1/10
I

Isuzu Diesel Engines

6.1/10
A

Akinori Ogata Official Website

6.1/10
A

Artprinting

6.1/10
A

Automotive Blog |

6.1/10
E

Esteem Performance

6.1/10
D

DeBroux Automotive

6.1/10
C

Car Detailing, Mobile Detailing & Ceramic Coating in mesa

6.1/10
L

Locksmith | Decatur, AL | Decatur Lockmaster Inc. A black and white drawing of a lock on a white background.

6.1/10
L

L&L Transmission and Towing

6.1/10
A

Auto Repair Ottawa - Brake Repairs - Auto Mechanic Ottawa -Jim Dickinson Auto Tech

6.1/10
C

CSF Radiators

6.1/10
J

Jim Keay Ford

6.1/10
A

ASAP Towing & Recovery

6.1/10
C

Chavis Performance & Engineering

6.1/10
A

Alary Sport

6.1/10
G

Golden Electrical Services

6.1/10
A

alaskainfo.org - alaskainfo.org

6.1/10
A

Auto Repair in Golden Valley, MN | Golden Valley Automotive Reviews Stars Rating

6.1/10
A

ASC - Sunroofs & Leather Interiors

6.1/10
I

Infinite Auto Works Concord

6.1/10
C

Classic Motors - Tata Showroom in Alwar, Bhiwadi, Rajasthan - Authorized Tata Motors Dealer

6.1/10
K

Kalona Auto Service | Auto Repair | Kalona, IA Black wrench icon.Black axe blade with curved handle and crescent at top right.Two horizontal black rounded rectangles on white background.Black rounded rectangle with a white paperclip on top.Two crossed wrenches.Manual transmission gear shift symbol.

6.1/10
C

Coastal Car Care

6.1/10
D

DeLand Kia

6.1/10
E

Euro

6.1/10
G

goodfabs new

6.1/10
G

GoodFuels

6.1/10
V

Vintage Schwinn Bikes

6.1/10
B

Bill's Lock & Key

6.1/10
H

Hunter Dodge Chrysler Jeep Ram

6.1/10
R

Ryan and Gordy's Glass

6.1/10
I

Ideal Garage Doors

6.1/10
M

MBUSI

6.1/10
P

Parkthevan Material Handling

6.1/10
G

Grover Corp

6.1/10
B

Berman Auto Group

6.1/10
I

iEV Motors

6.1/10
J

Jay Wolfe Honda

6.1/10
M

Mitra EV

6.1/10
T

Toyota Dealer Plano TX

6.1/10
G

Garage Door Services Pompano Beach, FL

6.1/10
P

Precision Garage Door Albuquerque

6.1/10
S

Shorepower - Plug In and Save

6.1/10
A

American Locks & Keys

6.1/10
N

New Honda & Used Car Dealer in Bentonville, AR

6.1/10
L

Lenny The Locksmith

6.1/10
M

Manufacturer of Cylinder Liners & Auto Parts in India

6.1/10
G

Garage Door and Gate Company

6.1/10
G

Gateway Toyota

6.1/10
N

New Orleans Towing Service

6.1/10
C

Concrete North, Inc. | Destined to be an industry leader. Structural, Site, Place and Finish.

6.1/10
L

Locksmith Bloomington, Illinois

6.1/10
9

907acar

6.1/10
A

August European

6.1/10
A

AAMCO Beaumont, TX

6.1/10
A

AAMCO Gilbert / SanTan, AZ | Transmissions & Total Car Care Telephone handset icon.Black location pin icon.Telephone handset icon.Clock icon, indicating the time is 4:00.

6.1/10
A

AAMCO Pottstown, PA | Transmissions & Total Car Care Telephone handset icon.Black location pin icon.Telephone handset icon.Clock icon, indicating the time is 4:00.

6.1/10
M

Mechanic Services | A & B Auto Repair | North Hollywood, CA CloseClose

6.1/10
A

Autoflow

6.1/10
A

ABE Automotive

6.1/10
A

Ace Fleet Services, LLC

6.1/10
A

Austin Window Tint & Sound Systems

6.1/10
C

CITGO Fleet Fuel Cards

6.1/10
A

Auto-Lab

6.1/10
A

Automobileinfoz

6.1/10
A

Automotives Blog

6.1/10
T

Tucson Honda Dealership

6.1/10
P

paautoshow

6.1/10
C

Ceramic Pro Mountain View

6.1/10
C

Claystone

6.1/10
P

Professional Grade Epoxy Coatings For Floors

6.1/10
C

Capitol Toyota

6.1/10
A

Auto Repair in Claremont, NH | Asetex Tire & Auto Review Star Rating

6.1/10
B

Barnes Harley

6.1/10
U

Used cars and SUVs dealership Dallas TX

6.1/10
D

Daimler Truck

6.1/10
B

bridgestone

6.1/10
D

Deguate.com

6.1/10
B

Bellingham Ford

6.1/10
D

Detroit Airport Car Service

6.1/10
D

Danske Gas

6.1/10
H

Hydrogen Cars Vehicles Infrastructure Economy

6.1/10
D

Dean's Towing

6.1/10
C

Chengdu Cast Acrylic Panel Industry Co., Ltd

6.1/10
C

CodeSyntax

6.1/10
K

Kings Auto Garage

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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