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.

319,783
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,783 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
20,896
Needs Work4-5
61%
195,422
Not Discoverable0-3
32%
103,383

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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319,783 brands scored - page 106 of 3,198

A

Acura Columbus

6.1/10
W

www.aspowersports.com

6.1/10
F

Ford Dealership in Farmington MO

6.1/10
G

Griffin Ford Fort Atkinson

6.1/10
A

Auto Repair in Gurnee, IL

6.1/10
S

Superior Door Service

6.1/10
A

AutoSport Werks

6.1/10
N

Naperville Automotive Solutions

6.1/10
M

Maverick Steel Buildings

6.1/10
E

Element  – Digital Marketing Agency

6.1/10
W

Welcome to Anglers Outpost & Marine in Lancaster Kentucky

6.1/10
C

Car Keys Pro

6.1/10
A

Auto Body Shop in Atkinson

6.1/10
M

Moto Adventurer

6.1/10
W

Welcome to Gadgetman Land! | Better Mileage, More Power and Lower Emissions!

6.1/10
A

Aristeo

6.1/10
E

Elburn Chevrolet Dealer in Elburn IL

6.1/10
A

Auto Repair in Greer, SC | S&S Tire Inc & Automotive Reviews Stars Rating

6.1/10
8

844 Ohio Key | Mobile Locksmith in Columbus, OH – Specializing in Automotive, Residential & Commercial Services

6.1/10
P

Ponder Auto Repair

6.1/10
R

Race City Garage Door

6.1/10
P

Pegasus CDJR in Ennis

6.1/10
L

Lehigh Fleet Services

6.1/10
D

Dodge Cummins Diesel and Ram 1500 EcoDiesel Parts & Accessories. Call us at 770

6.1/10
C

Classic Car Repair Shop

6.1/10
L

Lee's Summit Subaru

6.1/10
N

New & Used Chevrolet Car Dealer Pearland

6.1/10
O

O'Rielly Chevrolet Tucson

6.1/10
M

My CNH Reman

6.1/10
A

Auto Body Shops Dracut, MA | GGM Autoworks, Inc A black and white icon of a ribbon with a star in the middle.A black and white silhouette of a handshake on a white background.A black and white drawing of a dollar bill on a white background.A black and white icon of a car being repaired.A car is covered by an umbrella on a white background.A black and white icon of a piece of paper and a pencil.A black and white icon of a speech bubble on a white background.CloseClose

6.1/10
G

Garage Floor Coating

6.1/10
A

AAMA Certification, TN | PowderWorx615 Car door being painted with a spray gun.Spray gun painting black sheets of paper.Black and white outline of a briefcase.Briefcase icon.A briefcase icon with a curved handle, on a white background.Three overlapping speech bubbles.Contact Us

6.1/10
T

The Door Guys

6.1/10
W

Webster Area Chamber

6.1/10
S

Subaru Dealer near Ft Lauderdale, Boca Raton and Delray

6.1/10
C

Crestline Auto Transport

6.1/10
W

We Specialize in Sales of Quality OEM Factory Original Wheels & Rims

6.1/10
F

Farmingdale Cadillac Dealer in Farmingdale NY

6.1/10
S

Schrier Automotive

6.1/10
B

Border International

6.1/10
D

dellid

6.1/10
L

Lincoln Dallas

6.1/10
D

Diehl Toyota of Hermitage

6.1/10
S

Sudley Car Care

6.1/10
H

HananiaAutos.com

6.1/10
A

All Star Nissan in Baton Rouge, LA, Nearby Nissan Dealer

6.1/10
R

RIX Automotive

6.1/10
R

Richfield Service Inc.

6.1/10
A

Auto Glass and Tint Shop

6.1/10
C

Chrysler Jeep Dodge Ram Dealer Brockton MA

6.1/10
E

Ed Payne Chrysler Dodge Jeep Ram

6.1/10
L

LOVELAND Chevrolet Dealer in LOVELAND CO

6.1/10
C

Crownsville & Millersville Automotive

6.1/10
A

Auto Repair in North Little Rock, AR | DJ's Auto Repair Review Stars Rating

6.1/10
A

Auto Repair Shop in Lansing, MI

6.1/10
A

Auto Repair & Tires in Beeville, TX

6.1/10
B

Buffalo Car Care

6.1/10
T

The Auto & Tire Doctor

6.1/10
M

Mario's Towing

6.1/10
A

Auto Repair in Mesa, Tempe & Phoenix

6.1/10
A

Auto Repair in Pataskala, OH | GT Tire & Automotive Review Rating

6.1/10
G

Golling Toyota of Warren

6.1/10
M

Murrieta Auto Repair

6.1/10
W

Windshield Replacement in Richmond & Ashland, VA

6.1/10
B

Blair Automotive

6.1/10
V

Valley Cycle Center

6.1/10
W

Washlab Auto Spa

6.1/10
T

Tony & Brothers German Auto Repair

6.1/10
F

Ford Dealer & Used Car Dealer Florida

6.1/10
M

Mr. Refurbisher

6.1/10
S

Sign It Drive It

6.1/10
R

Ranch Muffler & Truck Accessories | Auto Parts Store | Temecula, CA Black shock absorber.Black exhaust pipe.Black and white illustration of a trailer hitch ball and mounting bracket.Three overlapping speech bubbles, each with three dots.Contact Us

6.1/10
C

Corpus Christi, TX Honda Dealership

6.1/10
K

Kurd Shopping

6.1/10
H

Home

6.1/10
C

Cutting Edge Auto Care

6.1/10
K

Kool Covers - Trusted Patio and Carport Experts CloseClose

6.1/10
N

NKCM Tire and Service Group

6.1/10
S

Schneider's Auto Repair

6.1/10
T

Tire Discounters

6.1/10
M

Mistlin Honda

6.1/10
A

Auto Repair Experts in Strafford, MO | Advanced Car Care Reviews Stars Rating

6.1/10
B

BMW of Birmingham: Luxury Car Dealership in Alabama

6.1/10
M

Miami German Auto Repair

6.1/10
W

Walt's Danville Service

6.1/10
A

Auto Repair in Muncie, IN | Dadsons Automotive Reviews Stars Rating Icon

6.1/10
B

BMW Vehicles

6.1/10
H

H&H Mobil Fuels, Towing & Service

6.1/10
N

New and Used Hyundai dealership in Streetsboro

6.1/10
D

D. Ward Insurance Services

6.1/10
B

Bad Boy Mower Parts and Accessories

6.1/10
M

MS Auto & Home Insurance Agent Brett Olson - State Farm®

6.1/10
P

Principal Manufacturing Corporation

6.1/10
C

Capital Honda

6.1/10
A

Auto Repair Shop in The Bronx, NY - Hunts Point Service Station Phone Icon

6.1/10
B

Buick, Cadillac, GMC, Jaguar, KIA, Kia, Land Rover, Lexus, MINI Dealership Tucson AZ

6.1/10
P

Purkeys

6.1/10
N

newsabc

6.1/10
P

Pete's Auto Repair Shop

6.1/10
V

Vsimple

6.1/10
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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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