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.

320,634
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,634 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,897
Needs Work4-5
63%
200,557
Not Discoverable0-3
31%
98,098

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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320,634 brands scored - page 163 of 3,207

N

New & Used Cars Dodge RAM Jeep Chrysler in Olivia, MN

6/10
S

Santos Cycles

6/10
F

Flawless Mobile Detail Spa

6/10
B

Best Smog AD - Current

6/10
P

Premier Vehicle Films

6/10
S

SNS Auto Supply

6/10
E

Engineering Quality Solutions

6/10
C

Crain Auto Body, LLC

6/10
V

VS Marine

6/10
M

Macomb Truck Center

6/10
S

SheCar

6/10
N

New & Used Luxury Sports Car Dealership

6/10
N

New & Pre

6/10
B

Bay Area Auto & Truck Rental

6/10
N

New Chevrolet Vehicles & Used Cars for Sale in Newark, NY

6/10
O

On-Site Boat and Auto Repair

6/10
K

Kia and Used Car Dealership in State College, PA

6/10
H

Hyundai Dealership in Nashua NH

6/10
W

Weston Auto Gallery

6/10
J

JacksonAutoSalvage

6/10
I

iLocks

6/10
B

Boss Key Consulting - Experience is all fun and games.

6/10
B

Bridge Tronic Global

6/10
D

DCR Systems Mentor

6/10
V

Volcanic Bikes

6/10
A

Allied Inc

6/10
D

Dynamic Collision Services

6/10
R

royalstreetrovers.com

6/10
G

Garage door experts serving the residential & business community in Alexandria, LA since 1925

6/10
T

Toyota Dealership in Hutchinson KS

6/10
O

OGA

6/10
H

Harnish Auto Family

6/10
K

KMC

6/10
A

Auto Repair in Hemet, CA

6/10
A

Audi New Orleans

6/10
G

GMC Dealership in Morris IL

6/10
W

Wiesner Buick GMC

6/10
M

MOTOR

6/10
S

ShinePro Services

6/10
A

Akron BMV

6/10
C

Classic Truck Insurance

6/10
M

Mitchell Chevrolet In Marlinton, WV

6/10
T

Total Seal® Piston Rings

6/10
#

#

6/10
F

FBT Transport

6/10
W

Wheel Craft

6/10
C

Cadillac, Chevrolet, Ford, GMC, Volkswagen Dealership Milwaukee WI

6/10
A

Auto Trim Design of Suncoast

6/10
J

John Story Truck & Equipment - John Story Truck & Equipment

6/10
L

Lake Arbor Automotive & Truck

6/10
D

Dealer Alternative

6/10
G

Group Wholesale Inc

6/10
V

Vegas Garage Lifts

6/10
A

Applied Physical Medicine

6/10
P

ptc

6/10
A

Auto Glass Express - Family Owned and Berkeley Based - Serving Bay Area

6/10
S

St. Louis Chevrolet Dealership in Florissant, MO. near Bridgeton, Maryland Heights, St. Charles

6/10
L

Los Angeles Auto Glass Window Repair

6/10
R

Rensselaer Honda

6/10
G

GACHA168

6/10
B

Bob King Kia

6/10
B

Bearing Supply Company

6/10
C

Chevy Thompsontown Dealer

6/10
A

A+ Locksmith

6/10
U

Used Cars Albuquerque NM

6/10
C

Columbus Hyundai Car Dealership Near Westerville And Gahanna

6/10
H

Hogan & Van Auto Body

6/10
M

Midwestern Wheels, Inc.

6/10
B

Big Dan's Car Wash -

6/10
C

Certified Pre

6/10
B

Buick, GMC Dealership in ST. LOUIS MO

6/10
B

Big Brand Tire & Service

6/10
K

KIA of Duluth

6/10
T

Trendsetters Truck & Auto

6/10
E

Eastern Auto Locksmith

6/10
F

Finalbosscon

6/10
N

New Chevrolet & Used Cars for Sale

6/10
Q

Quicksilver Express

6/10
N

New Chevrolet and Used Car Dealer

6/10
F

Fred Beans Toyota of Flemington

6/10
W

Wheel

6/10
S

Scooter Doc

6/10
A

Auto Dent Repair | Eden Prairie, MN | Dent Kraft PDR LLC Video with Sound Toggle

6/10
S

SLOTJITU

6/10
M

Motorcyle Dealership in Tampa

6/10
H

Hyundai Car Dealerships In Tulsa Oklahoma

6/10
C

Chevrolet Dealer

6/10
P

Premier Car Care Center

6/10
B

BC Towing Inc

6/10
A

Auto Dealz of Fresno

6/10
B

Bentley Newport Beach

6/10
C

Cass Burch Chevrolet

6/10
A

AMP

6/10
S

Shop New & Used CDJR Vehicles

6/10
V

Viva Powersports

6/10
A

Auto Body Repairs | Shephard Body Shop | Paw Paw, MI CloseClose

6/10
P

Polly

6/10
M

Mercedes

6/10
S

Sunrise Chevrolet

6/10
N

New Chrysler, Dodge, Jeep, Ram and Used Car Dealer Serving Shallotte

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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