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.

320,072
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,072 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
20,812
Needs Work4-5
61%
194,742
Not Discoverable0-3
33%
104,436

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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320,072 brands scored - page 99 of 3,201

P

Premier Nationwide Auto Transport

6.1/10
W

Welcome to the Largest Ford Dealership in GA

6.1/10
M

Mysite

6.1/10
P

Precision Machine & Manufacturing Inc. - Manufacturer of Rotary Feeders, Rotary Valves, and Screw Conveyors.

6.1/10
B

Buick, GMC Dealership in Harrisburg PA

6.1/10
T

Toyota Marin

6.1/10
M

Moss Motor Co

6.1/10
B

Best Extended Car Warranty For Auto Repairs

6.1/10
H

Home

6.1/10
A

Advanced Technical Services

6.1/10
M

My Detail Guys

6.1/10
C

Court Street Ford

6.1/10
S

St. Louis Auto Repair

6.1/10
P

Power Train Plus

6.1/10
C

Carolina Beach Boatyard | Carolina Beach Boatyard

6.1/10
M

MS Auto & Home Insurance Agent Romaro Miller - State Farm®

6.1/10
T

The Gund Company

6.1/10
N

NY Insurance Hub

6.1/10
D

dennisbuyscars

6.1/10
T

Top Auto and Diesel Repair in Nappanee, IN | Locke Auto and Diesel Review Star IconReview Star IconReview Star RatingFree Rides To Home

6.1/10
A

Auto Services | Coastal Import Repair | Norfolk, VA CloseClose

6.1/10
T

Timms Mobile Detailing

6.1/10
S

Subaru Dealership in Syracuse NY

6.1/10
H

HopDrive

6.1/10
M

Mobile Locksmith | Ames Locksmith | Toledo, OH CloseClose

6.1/10
U

Used Auto Parts & Salvage | Portland, IN Black speech bubble icon with two horizontal lines.Handshake with a shield and checkmark symbol.Black and white icon of a car facing forward.Car with wrench icon, indicating automotive repair or service.Gear, box, and car icon.Car maintenance icon with oil, tires, wheel, and spark plug.Checklist and gear icon.Car with dollar sign, representing car rental or purchase cost.Group of three people, depicted in black, on a white background.Pile of black car parts and vehicles.Black and white illustration of car on a lift with gears, wrench, and a tire, symbolizing auto repair.Magnifying glass icon.Black icon of a lightbulb with people inside a gear.Black location pin icon.Quotation mark speech bubble icon.

6.1/10
P

Penske Vehicle Services

6.1/10
A

Auto Repair in Katy, TX | Autotechtronics Reviews Stars Rating

6.1/10
H

Home

6.1/10
R

Reliable Auto Repair in La Crosse, WI | Fred's Brake and Alignment Reviews Stars Rating

6.1/10
R

RRT Automotive

6.1/10
R

Rallysport Engineering

6.1/10
C

Circuit Motorsports

6.1/10
T

Triad RV Repair LLC |

6.1/10
G

Glass Installation Services | Lawrenceburg Glass | TN A black and white silhouette of an open window with curtains.A black and white icon of a door with a cross on it.A black and white icon of a mirror on a table.A picture of a mountain in a frame is hanging on a wall.A black and white icon of a house with two electrical outlets.A black and white icon of a store with a awning.A black and white icon of a speech bubble on a white background.CloseClose

6.1/10
G

Greenwood Emergency Vehicles

6.1/10
H

Holiday Automotive

6.1/10
M

Monroe Chevrolet Dealer in Monroe WA

6.1/10
U

Used Car Dealer in Portsmouth, NH

6.1/10
N

New and Used Chrysler, Dodge, Jeep and Ram dealership in E Providence

6.1/10
V

Vapor Trapper

6.1/10
B

Barbera's Autoland In Philadelphia, PA

6.1/10
N

Nissan Dealership

6.1/10
A

A Better Garage Door

6.1/10
F

Forklifts & Warehouse Equipment

6.1/10
M

MVS Tags and Title

6.1/10
A

American Eagle Car And Limo Service

6.1/10
W

White Drive Motors and Steering

6.1/10
F

Ford Dealership in Searcy AR

6.1/10
1

123 Atlanta Locksmith

6.1/10
S

Specialty Door

6.1/10
K

Kauai Auto Repair

6.1/10
M

Moritz Kia Fort Worth

6.1/10
L

Lucky Motorsports Inc.

6.1/10
S

SANTA ROSA Chevrolet Dealer in Santa Rosa CA

6.1/10
T

Toyota Dealership Near Denver

6.1/10
M

Marv's Body Shop

6.1/10
G

Greenville Nissan Dealer in Greenville MS

6.1/10
N

New Jersey Transport

6.1/10
A

AeroBase Group

6.1/10
S

Salvage Yard | Used Auto Parts| Pick & Pull Yard Paul's Auto Yard | Indiana CloseClose

6.1/10
S

Splash In Car Wash

6.1/10
N

New and Used Vehicles for Sale

6.1/10
C

Chevrolet Dealer in Waycross, GA

6.1/10
K

Kenworth Northeast

6.1/10
A

Auto Body Repair Marlborough MA | Al Brodeur's Auto Body Inc

6.1/10
B

Bikesmiths

6.1/10
J

J.P. Harvey Motors

6.1/10
G

Graham Collision

6.1/10
S

Shottenkirk Chevrolet Waukee

6.1/10
N

Nissan Dealership Alexandria VA

6.1/10
E

Excavating/Septic

6.1/10
S

Scenic Suds Car Wash Express | Home environmentally friendlyhigh quality serviceconvenient locations

6.1/10
S

SpeedyTire.com

6.1/10
R

Ripley's Total Car Care

6.1/10
S

Shippee Auto | Repair & Maintenance | Hinsdale, NH Specials at Shippee Auto in Hinsdale, NH

6.1/10
F

Ferra's Automotive Services

6.1/10
S

Small Business Web Design

6.1/10
C

Coleman - St Peters

6.1/10
G

Grammer Logistics - Bulk Transportation and Logistics Company

6.1/10
C

City Auto Repair

6.1/10
C

Cusson Automotive | Automotive & Heavy-Duty Service | South Windsor, CT Free Coffee and wifi at Cusson Automotive in South Windsor, CTLocal owned and operated repair shop at Cusson Automotive in South Windsor, CTTrained and Friendly staff at Cusson Automotive in South Windsor, CTPick up and drop off at Cusson Automotive in South Windsor, CTOur hoursFind us at Cusson Automotive in South Windsor, CTGive us a call at Cusson Automotive in South Windsor, CTEmail us at Cusson Automotive in South Windsor, CT

6.1/10
J

Jim Bagan Toyota

6.1/10
H

Hagans Motor Pool

6.1/10
T

Toyota Dealership in Jasper AL

6.1/10
D

Dyer Auto Group sells and services Kia, Subaru, Chevrolet, Collision, Mazda vehicles in the greater FL area.

6.1/10
T

The Brumos Collection

6.1/10
N

Nissan Dealer, Used Car Sales & Service

6.1/10
N

New & Used Subaru Cars & SUVs

6.1/10
B

Bocker Chevrolet In Freeport, IL

6.1/10
A

A Plus Auto Glass

6.1/10
U

Used Cars Dealership in Hendersonville, TN

6.1/10
E

Ed Martin Nissan of Fishers

6.1/10
B

Burton Companies

6.1/10
U

U.S. AutoForce -

6.1/10
A

Auto Repair Malden, MA

6.1/10
G

Global Auto Recyclers

6.1/10
R

Rolls

6.1/10
M

Muffler Hanover, MA | Milton, MA | Eco Muffler Center Inc Three overlapping speech bubbles with three dots inside each.Contact Us

6.1/10
L

Lewis Toyota Hays

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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