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.

320,747
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,747 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,924
Needs Work4-5
63%
200,626
Not Discoverable0-3
31%
98,114

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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320,747 brands scored - page 153 of 3,208

C

California Lemon Law Attorneys

6/10
G

Go Hyundai of Renton

6/10
A

Anew Solutions

6/10
M

Miami Exotic Car Rental | Luxury Exotic Car Rental Miami

6/10
B

Big Apple Audio -

6/10
G

Glass Dawg

6/10
P

PowerEdge Products

6/10
J

Jack Carroll's Skagit Hyundai

6/10
U

UP Kubota

6/10
F

FreeHome Service Center - Complete Auto Repair & Maintenance in Cumming

6/10
C

Canobie Lake Toyota

6/10
M

Moovalot

6/10
S

Subaru of Loveland

6/10
T

Tampa Bay SEO Company

6/10
P

PORT ORCHARD Chevrolet Dealer in PORT ORCHARD WA

6/10
S

Sunrise Garage Door

6/10
W

Warrior Winches USA

6/10
P

Pre

6/10
R

Ron’s Automotive

6/10
I

illestbrand

6/10
R

RideNow McKinney: Powersports Dealer in McKinney, TX

6/10
P

Power Honda Albany

6/10
G

GMC Dealership in LAKE WALES FL

6/10
B

Bill’s Auto Glass of Plano

6/10
C

Clark Riley Insurance | Abernathy, TX A black and white drawing of a person wearing a tie.A black and white icon of a briefcase on a white background.

6/10
5

5Star Complete Automotive

6/10
D

Driveline Service - Villa Park, IL - Suburban Driveline A castle with a flag and a checkmark inside.Gear with person icon and wrench.Documents with a seal of approval.Hand with dollar coin and downward arrow, representing decrease in value.

6/10
K

KaibanZero

6/10
L

Longbine Auto Plaza: New and Used Chevrolet Dealership

6/10
C

Coastal Yacht Management

6/10
R

Retail Resilient

6/10
J

Jordan Ford

6/10
R

Rock Solid AutoCare

6/10
A

Advanced Machinery Companies

6/10
M

Mobile Auto Detailing Chandler AZ

6/10
G

Garage Door Repair Service

6/10
M

Milnes Ford

6/10
B

Bob Pion Buick GMC & Used Car Dealer in Chicopee, MA

6/10
C

Columbia Auto Repair and Sales

6/10
A

Auto Repair in Sulphur, LA

6/10
M

Melton Automotive

6/10
P

Premier Truck Group

6/10
B

Blue Ridge Cyclery

6/10
P

Peitz Performance Tunes

6/10
I

Izzy's Auto Glass Service & Windshield Replacement in Bonney Lake & Seattle WA

6/10
F

Ford Dealer Norfolk VA

6/10
L

Legacy Tire & Service Centers

6/10
A

Auto Repair in Catonsville, MD | Lockett's Auto Care Review Star Rating

6/10
T

Tire Works

6/10
B

Brads Collision Center

6/10
C

Carzby

6/10
N

New & Used Cars in Chillicothe, OH

6/10
C

Coastal Marine Yacht Service Center

6/10
M

Modi Auto Group, Inc.

6/10
B

Best Auto Repair Services in Cape Coral, FL - George's Complete Auto Repair Oil Change Services in Cape Coral, FL

6/10
C

Car Wash | Westminster Car Wash & Detailing | Westminster MD CloseClose

6/10
F

Finest Auto Hail Repair

6/10
G

GMC Buick Dealership Madison WI

6/10
S

SAS Forks

6/10
K

Killeen Ford

6/10
N

New and Pre

6/10
E

Eastside Automotive

6/10
V

Vic's Auto Center

6/10
P

Phoenix Disposal

6/10
R

Rusty Drewing Toyota

6/10
R

Rich Ford

6/10
A

Austin Auto Repair

6/10
T

Toxic Suppression

6/10
H

Haley Chevrolet: New & Used Chevy Dealer In Midlothian, VA

6/10
A

Auto & Truck Repair | Faithful Auto & Truck Repair Give us a call 810

6/10
S

SudzBox Co.

6/10
W

Wieland Truck & Trailer

6/10
E

Efficiency meets reliability: Mundo Group's logistics for all

6/10
N

New & Used Aston Martin Dealership

6/10
B

Boonville Chevrolet Dealer in Boonville IN

6/10
I

Idaho Transmission Warehouse

6/10
D

Diesel Engine Repair

6/10
R

Riverhead Bay Volkswagen

6/10
G

Garage Door Installation & Repair Services

6/10
E

Elizabeth Auto Care

6/10
L

Leger Auto Glass

6/10
O

Outfront Motorsports

6/10
A

Apple Leasing

6/10
R

Rainstorm Car Wash

6/10
F

Flag Shop

6/10
F

Freight Checkers

6/10
F

Ford Dealer in Bay Minette, AL

6/10
T

T&W Towing - Cars, Heavy Duty Tow & Semi Truck Recovery

6/10
5

5 Star Window Tinting & Graphics

6/10
C

Chattanooga Hotmix

6/10
U

USA Salvage

6/10
T

Trusted Nationwide Car Shipping

6/10
R

Rolling Gates NYC | Gate Repair and installation

6/10
C

Chevrolet Dealership Hendersonville, NC

6/10
L

Landmaster

6/10
A

Auto Body Repair | Calvert Collision Center Menu icon: three horizontal black lines.

6/10
L

Longview Auto and Tire

6/10
A

Autobahn USA Westborough

6/10
M

Michael Jordan Nissan

6/10
M

My WordPress

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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