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.

320,302
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,302 Automotive Brands

AI-Ready8-10
<1%
84
Getting There6-7
7%
21,349
Needs Work4-5
62%
197,672
Not Discoverable0-3
32%
101,197

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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320,302 brands scored - page 116 of 3,204

K

K V Tree Service LLC

6.1/10
R

Rogers Garage

6.1/10
P

Pfaff Reserve

6.1/10
P

PG Web Designs in Prince George, BC

6.1/10
K

Kwik Kar Auto

6.1/10
P

Professional, Commercial & Emergency Heavy Duty Towing Services Wisconsin Dells, Black River Falls, Tomah WI

6.1/10
T

Tolmans Auto

6.1/10
E

E P Patrick & Associates, Inc.

6.1/10
N

New Chevrolet & Used Car Dealer in Bourbonnais

6.1/10
A

American Foam Cast

6.1/10
P

Philly Auto Show

6.1/10
S

Sterling Tow Truck |

6.1/10
E

Eazor's Auto Body

6.1/10
C

Cadillac Dealer Near You

6.1/10
T

Tires & Auto Repair in Covina, CA

6.1/10
B

Best Car Service Dubai

6.1/10
F

Fujipoly America

6.1/10
K

Key Auto Genesis -

6.1/10
T

Tony's Auto Removal

6.1/10
T

Tonys Auto Salon Dallas

6.1/10
C

C&R Automotive

6.1/10
E

ElandSEO

6.1/10
R

Rotary Solutions

6.1/10
B

Blank Keystone

6.1/10
W

WNY Auto Sales

6.1/10
K

Key West Ford

6.1/10
T

TorqueWrenchGuide

6.1/10
T

Total Automotive & Performance

6.1/10
T

Total Care Auto Body

6.1/10
G

Greenville Executive Limo Service

6.1/10
T

Truck Repair Services

6.1/10
A

Affordable Self Storage Units in Fort Worth

6.1/10
W

Wood-Hall Logistics Inc.

6.1/10
T

Tow Recover Rescue | Fast and Affordable Towing Service in Woodbridge

6.1/10
F

Fundación Prosegur

6.1/10
F

Fundalectura

6.1/10
A

Auto Repair Shop | Pit Pros Of Round Rock | Round Rock, TX req

6.1/10
C

Cliff's Welding

6.1/10
R

Run Around Tech

6.1/10
R

RunBidSell

6.1/10
H

Hicks Repair Garage

6.1/10
B

Best Auto Service Mcallen

6.1/10
A

Auto Glass Company

6.1/10
I

Ironmartonline

6.1/10
C

Cabinfeverexpo

6.1/10
K

Kia of Hamilton

6.1/10
D

Dazzle UAE

6.1/10
G

Glenn Polk Ford

6.1/10
C

Cloud10Smartwash

6.1/10
H

Highway Care

6.1/10
F

Fiction Pad

6.1/10
H

High Wycombe Mot

6.1/10
G

Global Automotive

6.1/10
P

Poly

6.1/10
B

Boost ATV

6.1/10
E

Elodie Mazza

6.1/10
2

24 Hour Locksmith Seattle WA - Emergency Lockout and Repair

6.1/10
F

Fiesta ST Forum

6.1/10
A

Amy Margolis, LCSW

6.1/10
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
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
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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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