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.

320,038
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,038 Automotive Brands

AI-Ready8-10
<1%
86
Getting There6-7
7%
21,880
Needs Work4-5
63%
200,185
Not Discoverable0-3
31%
97,887

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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320,038 brands scored - page 133 of 3,201

S

Sir Glass -

6/10
M

Mobile Bay Harley

6/10
L

Lynchtruckcenter

6/10
G

General RV Center

6/10
A

American Tire Depot

6/10
S

S & K Buick GMC In Springfield IL

6/10
F

Fix-a-Flat

6/10
N

NH Speedometer

6/10
A

Auto Repair East Hartford CT

6/10
P

Pick-Up Pals, Inc.

6/10
N

Nissan Dealership in Columbus MS

6/10
C

Chico CA Toyota dealer serving Chico

6/10
E

Emerson Chevrolet

6/10
W

Ware Chevrolet

6/10
W

Windshield Replacement Phoenix (#1 in AZ & Up to $200)

6/10
W

Window Film Pros

6/10
C

Center Line Wheels

6/10
H

Home

6/10
S

SSBC-USA

6/10
C

CaKhiaTV

6/10
V

Vintage Air

6/10
M

Mike Brewer TV - The Wheeler Dealer

6/10
B

Bosak Auto Group

6/10
T

Tint King Window Tinting

6/10
B

Buick, GMC Dealership in Laurel MD

6/10
G

GIC Car Clinic

6/10
T

TFA Logistics

6/10
J

Jefferson Rubber Works, Inc.

6/10
I

I

6/10
C

C&J Automotive Specialists Inc.

6/10
A

ATC

6/10
A

Auto & Car Repair Services in West Jordan, Salt Lake City, UTAuto & Car Repair Services in West Jordan, Salt Lake City, UT

6/10
B

Big Brand Tire & Service

6/10
T

TNL TransNetwork

6/10
F

Fleet Services International

6/10
C

Car Care Central

6/10
#

#1 Philly Auto: Best Used Cars In Philadelphia, Lowest Prices

6/10
T

Twin Cities Wrecker Sales

6/10
B

Bob Feil Boats & Motors

6/10
N

Never Say No Auto Used Car Dealership

6/10
P

Porsche South Orlando

6/10
P

Power Machinery Center

6/10
V

Victory Auto Body

6/10
L

Lakeside Automotive Group

6/10
Z

Zeller Motors

6/10
E

EuroPro

6/10
G

G&M Mfg. Corp.

6/10
C

Ceramic Coating, Window Tint & Paint Protection

6/10
A

AutoSys Inc.

6/10
P

Protective Film Solutions

6/10
Q

Quality Bumper

6/10
S

Stoudt

6/10
O

Overhead Door Company of Raleigh™

6/10
B

Bolton Oil Change

6/10
M

Mark's Autobody & Glass

6/10
M

Mikey's Motors

6/10
C

Cape Romain Marine

6/10
P

Premier Truck Sales & Rental, Inc.

6/10
B

Bestway Electric Motor Service Co, Inc | Repair | Tucson, AZ CloseClose

6/10
T

Towing Service Station | Burns Towing | Tacoma, WA CloseClose

6/10
S

Shadow Lake Collision Center

6/10
L

Landers McLarty Subaru

6/10
G

Go2 Transport

6/10
H

Home | Wicked Fabrication | Auburn, Wa A white background with a few lines on itA black and white image of a swirl on a white background.A black and white silhouette of a cat 's tail on a white background.

6/10
E

Edwards Collision Center

6/10
G

Galson Auto and Body

6/10
N

Northtown Auto Clinic

6/10
P

Powersports Dealership in Mt. Vernon, WA

6/10
C

Courtesy Auto Sales

6/10
P

Permaseal Global - World's only eco-friendly solution for flat tires

6/10
#

#1 Boat Dealer on Lake Livingston

6/10
N

New & Used Honda Dealer in San Antonio, TX

6/10
B

Brunswick GA Tires & Auto Repair Shop

6/10
N

New & Used Nissans for Sale in Angleton, TX | Gulf Coast Nissan

6/10
C

Calidad Motors, inc

6/10
W

Wood Ford of Carthage

6/10
A

Avalon Motorsports

6/10
M

Mechanic's Time Savers

6/10
N

New & Used Acura Dealership

6/10
C

Collision 1 Inc.

6/10
U

Utility Pole Solutions

6/10
M

Merlins

6/10
P

Premier Auto Shipping | Auto Transport and Car Shipping Minneapolis

6/10
M

Monsey Fire Dept

6/10
B

Balise Subaru of Hadley

6/10
C

Chrysler Jeep Dodge of Warwick

6/10
I

Insurance Agent Chris Pedersen in Indianapolis IN – State Farm®

6/10
Q

Quality Scales Unlimited

6/10
M

Merrimack Street Volvo

6/10
A

Auto Repair in Whitinsville, MA | J & S Motors Inc. Reviews Stars Rating

6/10
L

Lee Credit Express

6/10
A

Auto Dealer Group in East Illinois and West Indiana

6/10
T

Tom Dwyer Automotive

6/10
T

Truck Equipment Resource

6/10
C

Compact Equipment Dealer & Rep

6/10
D

Direct Tire & Auto Service

6/10
D

District Towing

6/10
D

Dixon Ford

6/10
D

DIY Bike Fix

6/10
D

DMS Bike

6/10
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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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