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.

320,644
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,644 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,899
Needs Work4-5
63%
200,566
Not Discoverable0-3
31%
98,097

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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320,644 brands scored - page 156 of 3,207

B

Big Mission Automotive

6/10
C

cavalloautobody

6/10
H

Herb Chambers Honda of Burlington

6/10
W

www.thomasofpetersburg.com

6/10
M

Momentum Truck Group

6/10
M

Mercedes

6/10
I

iBrokerPartners

6/10
C

Chevy Dealer in Aztec, NM

6/10
T

Towing Services | Arrow Auto Body Inc | Hyde Park, MA A black and white clock with a square with the number 24 on it.A black car with white wheels is driving on a white background.A black and white icon of a document with a check mark on it.A group of people standing next to each other on a white background.A black and white icon of a car with wrenches and gears on top of it.A black and white icon of a person with three stars.A black and white icon of a speech bubble on a white background.CloseClose

6/10
7

77 Auto

6/10
U

Used Cars Montgomery AL

6/10
P

Premier Subaru of Fremont

6/10
S

Steve Schmitt of Litchfield Chevrolet

6/10
W

Wheels by R.T.

6/10
R

Responsible Fleet

6/10
I

indianaautoauction

6/10
R

Red Line Logistics

6/10
C

Car Dealerships Near Me

6/10
N

New & Used Cars for Sale Near Clarksville TN

6/10
B

Butler Ford

6/10
H

Honda Chevrolet Dealership Springfield, IL

6/10
N

New & Used Hyundai Dealer in Lancaster

6/10
C

Cobra Truck Sales and Equipment

6/10
U

Ultimate Fleet Repair

6/10
G

Greater Boston Subaru Dealer

6/10
C

Chevrolet GMC Dealer in Auburn, MA

6/10
T

Tire Shop

6/10
S

Starke Ford Dealer in Starke FL

6/10
P

Pacific Golf & Turf

6/10
B

Battman Collision Repair

6/10
U

ultraheat

6/10
D

DrillFixer

6/10
V

Venus Body Shop Inc.

6/10
B

BAMBUHOKI88 Daftar Hari Ini Langsung Klaim Bonus Melimpah, Main Sepuasnya dengan Jaminan Pembayaran 100% Aman dan CepatClear SearchSearchFAQ & Reviews BAMBUHOKI88Filter Options

6/10
U

Used Car Dealership in Wichita KS

6/10
C

Clay Center Friesen Chrysler Dodge Jeep Ram

6/10
B

Buerkle Hyundai

6/10
S

Santa Barbara Autowerks

6/10
R

Repower 2 Electric

6/10
E

East Coast Auto Care

6/10
M

Mercedes

6/10
L

Laurel BMW

6/10
W

White's Marine Center

6/10
S

Subaru Dealer & Used Car Sales Moorhead MN

6/10
G

Garber Honda®

6/10
M

Moore Dam Honda®

6/10
S

South Shore Subaru

6/10
F

Fox Marquette Subaru

6/10
A

Affordable Truck Repair

6/10
T

The Ultimate Tooling

6/10
T

Tire World Auto Centers

6/10
N

New & Used Honda Dealer

6/10
C

Chandler Ford Dealer in Phoenix Valley Metro area AZ

6/10
T

Tom Wood Subaru

6/10
O

OrangeCountyHotrods

6/10
S

Sunshine Service Brake & Alignment

6/10
Y

Your Brattleboro GMC Dealership

6/10
M

Metal Fabrication, Door Service & Dock Equipment Experts | Town Gate Co.

6/10
N

New & Used Chevrolet Dealer

6/10
M

Morehart Murphy Chrysler, Dodge, Jeep & Ram

6/10
L

Lincoln Dealership Glenview IL

6/10
B

Boyd's OBX Chevrolet in Kitty Hawk, NC

6/10
M

Mazda Dealer in Toms River

6/10
N

New Acura & Used Cars For Sale

6/10
B

Borroughs, LLC

6/10
P

Pennington Chevrolet of Salem

6/10
I

iLusso

6/10
S

Stress-Free Auto Care

6/10
S

Star Motors II

6/10
E

Elite Motor CarsTile Hover Effect

6/10
A

AutoNation Chrysler Dodge Jeep Ram Valencia

6/10
R

Ridezilla Carson City

6/10
H

Honda Dealer in Stroudsburg PA

6/10
F

Flagship Carwash - Flagship Carwash Centers of DC, MD, VA

6/10
P

Personal Injury Advocate

6/10
Y

Young Honda

6/10
S

Seaway Export

6/10
M

Marion Collision Center

6/10
A

Auto Repair Shop Near Me

6/10
S

Sterling, VA Florist

6/10
F

Fields Volvo

6/10
Y

Your Hackettstown, NJ Chevy Dealer

6/10
O

Ottawa Used Car Dealer

6/10
U

Used Cars in Amarillo Texas

6/10
B

BMW of Montgomery

6/10
G

Guess GMC

6/10
F

Family Tire Pros - American Fork

6/10
M

Michigan City Hyundai

6/10
C

Carter Custom Auto Repair | 446 E Hollow Rd, Middleburg, PA 17842

6/10
O

Oakwood Car Care: Auto Repair

6/10
L

Lynch Metals

6/10
N

Nippon Power

6/10
J

Jenkins Ford of Crystal River

6/10
C

Chevrolet Dealer Auburn NY

6/10
T

Topo Motorsports

6/10
S

Savage Ruthless

6/10
P

Philadelphia Insurance Agency | Home, Auto & Business

6/10
C

Custom Splice

6/10
L

Lee Honda in Auburn, Maine

6/10
G

Global Logistics Services

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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