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.

319,822
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,822 Automotive Brands

AI-Ready8-10
<1%
84
Getting There6-7
7%
21,889
Needs Work4-5
63%
200,380
Not Discoverable0-3
30%
97,469

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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319,822 brands scored - page 138 of 3,199

A

Allied Auto Works Grant Road

6/10
B

Bubba Wallace

6/10
A

Aloha Kia

6/10
N

New and Used Chevrolet dealership in Greenwood

6/10
Q

Quality Auto Glass

6/10
D

Downtown Autobody

6/10
N

New & Used Hyundai Dealer in Denton, TX

6/10
A

automax-rentacar

6/10
D

DB Drive

6/10
K

Kia Dealership in Stockton, CA

6/10
W

Western Mold Engineering

6/10
E

Euro

6/10
T

Trackmobile

6/10
B

BMW of Bel Air

6/10
R

Ray's Imports - Murfreesboro

6/10
F

Ferris Chevrolet

6/10
G

Glenbrook Dodge Chrysler Jeep Ram FIAT Dealer in Fort Wayne

6/10
S

Simmons Automotive

6/10
C

Car Dealership in Morehead City, NC

6/10
S

Smith's Towing

6/10
G

Golf Cart Parts For Sale

6/10
V

Villa Insurance Group

6/10
S

Singer Safety

6/10
C

Chevrolet Dealer in Belton, SC

6/10
N

New and Used Hyundai dealership in Irvine

6/10
R

Ramey Auto Group

6/10
H

Hyundai Dealership Goshen IN

6/10
V

Valencia, CA Ford Dealership

6/10
D

Diesel Pros LLC

6/10
S

Sheets Chrysler Dodge Jeep Ram

6/10
A

Aplus Trucks

6/10
S

Salt Lake Valley Chrysler Dodge Jeep Ram

6/10
P

Protective Truck and SUV Accessories

6/10
E

EAS Tire & Auto

6/10
W

West Coast Mazda

6/10
D

Doug Keim Creative Cycles

6/10
N

New & Pre

6/10
A

Auto Body Repair Shop Knoxville TN | Dalton Collision

6/10
A

Advanced European Service

6/10
P

Priority Graphics

6/10
B

BMW, Porsche, and Mini Cooper Repair, Glendale CA

6/10
A

Auto Web Expo: Used Mercedes

6/10
C

Carolina Nissan

6/10
H

HushMat®

6/10
B

Brausen Auto

6/10
F

Fausak

6/10
V

Volkswagen Dealer Gladstone, OR

6/10
N

Newark Delaware Subaru Dealer

6/10
T

Twin Cities Garage Door Repair & Installation

6/10
N

New Mitsubishi & Used Car Dealer Keene, NH: Keene Mitsubishi

6/10
R

RY-DEN Truck Center | Commercial & Medium Duty Trucks - Hino and Isuzu sales, finance and leasing, rentals, service and parts

6/10
B

Buster Miles Ford in Heflin, AL

6/10
N

Nissan Dealer Lancaster PA

6/10
S

Sherco-Auto.com

6/10
A

Auto Repair in Salem, MA | Adam’s Auto Repair Shop Reviews Stars Rating

6/10
P

PLUSCO Manufacturer Industrial Lubricants

6/10
A

Atlanta Hobby

6/10
M

Muscle Car Restorations, Inc.

6/10
K

KSP Prints

6/10
C

Catalina Auto Repair & Mechanics

6/10
H

Hughes Performance

6/10
H

Herculaneum Reuther Ford

6/10
S

Sipowski Insurance

6/10
J

Jeep Dealership In Dover, DE

6/10
H

Honda Dealer Orlando, FL

6/10
F

Frank's European Service

6/10
C

Curry Subaru

6/10
B

Big Rig World

6/10
F

Foothill Autobody

6/10
S

Shammy Shine

6/10
O

Omega Auto & Home Care

6/10
P

Poynette Iron Works, LLC

6/10
G

Gilby's Marine

6/10
A

Acecovalves

6/10
D

Dynomite Diesel Products Inc.

6/10
G

Gills Point S Tire & Auto Service

6/10
F

Ford & Used Car Dealer Selinsgrove, PA

6/10
V

Vogler Motor Company

6/10
H

Hyundai Dealership in Tucson AZ

6/10
A

Auto Body Repair | Dunshee Body & Frame | Kalamazoo Five black stars aligned in the top left on a white backgroundFive black star rating icons on a white backgroundFive black star rating icons on a white background

6/10
A

Auto Scandia

6/10
T

Toyota Dealer in Thousand Oaks

6/10
M

Main Channel Marina

6/10
A

American Garage Door Supply

6/10
B

Bates Ford

6/10
P

PetroRigs.com

6/10
C

Car Dealer Near Me

6/10
L

Lexus Dealership in Huntsville, AL

6/10
D

Dealer Source Ltd

6/10
P

Payne Alice Chrysler Dodge Jeep Ram

6/10
M

Mysite

6/10
P

P.C. Metals INC -

6/10
H

Herb Chambers Chrysler Dodge Jeep Ram FIAT of Danvers

6/10
H

Home | Mac's Tire Center | Tupelo, MS Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Black location pin icon.Phone icon.

6/10
G

GWS Tool Group

6/10
M

Mavis Discount Tire

6/10
F

Ford Dealership in Hutchinson KS

6/10
N

North Reading Subaru

6/10
V

Vincent Performance

6/10
O

On Trac Garage Door Company

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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