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.

323,705
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 323,705 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,889
Needs Work4-5
63%
203,905
Not Discoverable0-3
30%
97,829

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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323,705 brands scored - page 171 of 3,238

D

Darrah's Towing

6/10
R

Rolls

6/10
G

Greulichs

6/10
N

New & Used Mercedes

6/10
H

Honda Dealership in Des Plaines, IL

6/10
B

Bidleman Chevy GMC Dealership of Albion, NY

6/10
G

Gerald Jones Volkswagen

6/10
T

Toyota Dealer Athens, OH

6/10
S

Steve White Auto Group

6/10
C

Car Wash Services | Drew's Car Wash | College Station, TX A silhouette of a telephone on a white background.A black and white drawing of a car with foam coming out of the windshield.A black and white drawing of two pins connected to each other.A black and white icon of a card with a star on it.A black plus sign on a white background.A black plus sign on a white background.A black plus sign on a white background.A black plus sign on a white background.A row of black stars on a white background.A row of black stars on a white background.A row of black stars on a white background.A black and white icon of a percent sign on a white background.

6/10
F

Floyd Traylor Honda

6/10
G

Glenwood Springs Volkswagen

6/10
N

New Ram Trucks for Sale near Me

6/10
K

Kahului Jim Falk Hyundai of Maui Dealership

6/10
B

Bosch Car Service

6/10
W

Whistle Express

6/10
B

Buy Used Cars in NJ

6/10
A

AutoNation Jeep Dealership Roseville

6/10
S

Smog Check Near Me | $41.75 Smog Test with Smog Coupon La Habra

6/10
U

Used Cars for Sale Central Valley CA

6/10
F

Frank's Irvine Subaru

6/10
B

Brannen Chevrolet

6/10
O

Offroad Elements

6/10
G

Genoa's Baumann Chevrolet Genoa

6/10
N

New & Used Volvo Dealer in St. James, NY

6/10
E

Elkins Chevrolet

6/10
B

Bentonville Chevrolet Dealer in Bentonville AR

6/10
R

Ruckstell California Sales Co., Inc.

6/10
M

MPParts

6/10
A

AutoNation Hyundai Columbia

6/10
R

Rick Case Acura

6/10
N

New & Pre

6/10
S

Sage Auto Repair

6/10
O

Ourisman Kia of Fairfax

6/10
W

www.euroutah.com

6/10
G

Garage Door Company in North NJ

6/10
S

Sulphur's All Star Buick GMC

6/10
C

CDJR Dealer Levelland TX

6/10
D

DealerVendorMatch.com - We connect dealers and vendors!

6/10
N

New Direct Chrysler Dodge Jeep Ram

6/10
N

New Hyundai & Used Car Dealer Serving Dayton, OH

6/10
P

Premium Car Suspension & Tuning Store

6/10
V

Valencia BMW

6/10
M

MINI of Towson

6/10
V

Volvo Cars Marin: New & Used Volvo Dealer In San Rafael, CA

6/10
T

The Boat Shed Inc

6/10
C

City of Stars Collision Center

6/10
A

ATTENTION TO DETAIL AUTO POLISHING CAPE COD

6/10
R

Russellville Phil Wright Autoplex

6/10
H

Hartway Motors Chevrolet Medina, NY

6/10
F

Freeland Chevrolet

6/10
N

Nissan Dealer Lancaster PA

6/10
S

Sun Auto Tire & Service

6/10
B

Beck Motor Company

6/10
L

Land Rover Dealer Ventura CA

6/10
T

Tim Short Chevrolet of Hazard

6/10
H

Hyundai Dealer in West Monroe, LA

6/10
A

Amato Automotive Group in Milwaukee

6/10
B

Bedard Brothers Honda

6/10
P

Port Consolidated

6/10
P

Pensacola Honda: Honda Dealership in Pensacola, FL

6/10
O

Old Country Auto

6/10
S

Starks Ford of Queens

6/10
A

Aynor, SC | Aynor Tire Mart

6/10
K

Kia Dealership Michigan City IN

6/10
S

STG Logistics

6/10
R

Radford Motor Mile Chevrolet

6/10
D

Dodge Dealership

6/10
O

O'Gara Coach Beverly Hills

6/10
N

New & Used Nissan Dealer in Edison, New Jersey

6/10
C

Cowboy Chevrolet in Herber Springs, AR

6/10
S

Southern States Subaru

6/10
M

Main Street Elite - Automotive Repair

6/10
L

Liberty Subaru: New Subaru & Used Car Dealership in Emerson, NJ

6/10
N

New Chevrolet and Used Car Dealer

6/10
J

Jeff Drennen GM Superstore

6/10
C

C&S Blacktopping, Inc

6/10
P

Princeton Tire

6/10
A

AATOTO

6/10
L

LOGOTOTO

6/10
C

Chrysler Dodge Jeep Ram Dealer in Wilmington, NC

6/10
T

The Taggart Group

6/10
F

Fort Lauderdale Airport Shuttle

6/10
U

Used Cars For Sale in Sanford, NC

6/10
O

Ourisman Honda of Laurel

6/10
T

Tidewater Import Car Service

6/10
P

Powersports Dealer near Sacramento

6/10
N

New and Used Genesis dealership in Knoxville

6/10
O

O'Ryan Group

6/10
N

New & Used Car Dealership in Ridgefield, CT

6/10
M

MEA Forensic

6/10
S

SESETOTO

6/10
M

Mark Allen Buick GMC

6/10
N

New Lotus & Used Luxury Cars Jacksonville, FL

6/10
P

Peninsula Subaru

6/10
L

Luxury Auto Mall of Sioux Falls

6/10
J

Jimmy Michel Motors

6/10
B

Boat Dealership in Woodbridge, VA

6/10
H

Hilton Head Buick GMC®

6/10
M

MINI of Dallas

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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