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.

320,169
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,169 Automotive Brands

AI-Ready8-10
<1%
86
Getting There6-7
7%
21,864
Needs Work4-5
63%
200,157
Not Discoverable0-3
31%
98,062

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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320,169 brands scored - page 130 of 3,202

M

Mobile Mechanics Of San Aantonio

6.1/10
D

DetailBroski Mobile Detailing Chula Vista - Best Car Detailing Chula Vista

6.1/10
M

Milwaukee Truck Parking

6.1/10
M

Mercedes

6.1/10
A

Auto Body Repairs Peabody | Salem | Mike's Custom Auto Body CloseClose

6.1/10
E

EuroPro

6.1/10
C

Carbase: South West's Favourite Used Car Supermarket & Award Winning RetailLocation iconSearch icon

6.1/10
M

Melloy Chrysler Jeep Dodge Ram

6.1/10
N

New Life Parts Trading LLC

6.1/10
M

Moto Sport 100 Limites

6.1/10
L

Lapointe Sports Louiseville

6.1/10
A

Auto Repair Experts in Reno, NV | Nonstop Auto Review Stars Rating

6.1/10
C

CDRF of Manhattan & Jeep of Manhattan

6.1/10
A

Auto Glass Shop | O.E. Auto Glass Right arrow iconRight arrow iconRight arrow iconRight arrow iconRight arrow iconRight arrow iconReviews icon

6.1/10
N

Nashville Locksmiths

6.1/10
P

Panther Garage Pros

6.1/10
P

Parking Lot Striping Charlotte

6.1/10
S

Subaru Denver CO

6.1/10
W

Window Tint | Pro Detailing Inc | Pembroke, MA Black and white graphic of a car's windshield with a side view.Car being washed by gloved hands, with water droplets.Black silhouette of a car, with curved body, two windows, and headlights/taillights.Black car icon.Icon of a bar chart with dollar signs, the highest bar has rays emanating from it.Black car icon.Black car icon.Black car icon.Car door with a window tinting tool.Black car icon.Black star medal.Three overlapping speech bubbles with dots, symbolizing discussion or conversation.Contact Us

6.1/10
A

Automobile Paquin

6.1/10
M

Minnesota Performance

6.1/10
R

Rahway NJ Locksmith

6.1/10
R

Red Seal Recruiting

6.1/10
R

Reliable Garage Door Repair

6.1/10
P

Prestige on Whyte

6.1/10
A

Auto Repair in Dover, DE | Airbase Automotive Repair Inc Shape Effect

6.1/10
P

Professional Fence Repair in Venice, FL 34293. Call us now.

6.1/10
J

JA8 ScrapCar Singapore

6.1/10
G

Garage Works LLC

6.1/10
L

Locksmith Westminster CO | 24 hr emergency, home, work Clock with a counter

6.1/10
#

#1 Window Tinting Nampa

6.1/10
S

Shine My Ride 757 Detailing & Ceramic Coatings

6.1/10
U

Used Cars Kent WA

6.1/10
A

Auto Repair Poplar Bluff, MO | Spencer Tire and Auto Repair Transparent pricing and estimates iconA black and white icon of a calendar with squares on it.A man is standing next to a medal with a star on it.A man wearing headphones and a headset is holding a check mark.A black and white icon of a percent sign on a white background.A hand is holding a bag of money and a gear.A black and white icon of a calendar with an x in a circle.A black and white icon of a check mark in a circle.A black and white icon of a speech bubble on a white background.CloseClose

6.1/10
S

Superior Overhead Doors

6.1/10
M

Mount Airy Chevrolet GMC Dealer

6.1/10
S

Security Locksmith

6.1/10
T

Towing Services

6.1/10
T

Tirestop & Road Service

6.1/10
S

Scrap Metal Recycling Mattoon IL | Casey IL | TNT Recycling Three overlapping speech bubbles with dots inside.Contact Us

6.1/10
T

Towing Service NYC - Tow NYC | Towing Service NYC | 917-508-3166

6.1/10
S

SWFT Towing: 24/7 Towing & Roadside Assistance in Colorado Springs alt=""alt=""alt=""

6.1/10
E

Ebenezer Tire Shop

6.1/10
G

Glendale Locksmith 24/7 service Opening quotation mark.W St John Ave, Glendale, AZ 85308 USAphone symbol blackmailing envelope symbol black outline

6.1/10
P

Preferred Auto Body Prescott AZ | Collision Repair & Dent Removal preferred auto body collision iconpreferred auto body work iconpreferred auto body paintless dent repair icon

6.1/10
T

Twin B Cash for Cars

6.1/10
U

Ultimate Automotive Service Center | Auto Repair Urbandale CloseClose

6.1/10
S

Smart Garage Doors

6.1/10
A

Auto Repair Services | Lebanon, TN | Superior Auto Repair Black checkmark inside a circle icon on a white backgroundBlack checkmark inside a circle icon, indicating approval or completionBlack check mark inside a circle icon on a white backgroundBlack check mark inside a circle icon on a white backgroundBlack check mark inside a circle icon on a white backgroundBlack check mark inside a circle iconBlack storefront icon with an awning and a ladder

6.1/10
W

Wet Detail

6.1/10
T

Towing Saskatoon SK

6.1/10
A

Auto Repair & Maintenance in Bristol, PA | VIP Service Center Star Rating Icon

6.1/10
P

PST Palm Springs Tree Services

6.1/10
W

Whitey's Wrecking

6.1/10
A

Auto Alignments Gaithersburg, MD | Montgomery Village, MD CloseClose

6.1/10
X

Xpress Auto

6.1/10
A

AZ Garage Doors Today

6.1/10
V

Vinyl Car Wraps in Los Angeles | Premium Car Wraps Convenient serviceExperienced TeamHigh

6.1/10
N

New β€Žβ€Žβ€Ž& Used Car Dealership

6.1/10
W

Wipeout Pressure Washing & Staining

6.1/10
P

Peas in a Pod Mobile Detailing

6.1/10
S

Sherlock`s Locksmith

6.1/10
H

Halifax Towing

6.1/10
T

Trailer Manufacturers in India - VST coreB

6.1/10
A

Auto noma RΔ«gā | Auto noma lidostā | ΔͺstermiΕ†a un ilgtermiΕ†a auto noma Melnbalts medaΔΌas zΔ«mΔ“jums ar lentΔ«ti.Melnbalts krΕ«zes zΔ«mΔ“jums uz balta fona.Melnbalta ikona, kas attΔ“lo uz augΕ‘u vΔ“rstu bultiΕ†u kvadrātā.Melnbalts zΔ«mΔ“jums, kurā attΔ“lots palielināmais stikls aplΔ«.Melnbalta kalendāra ikona ar pulksteni uz tā.Melnbalts papΔ«ra lapas zΔ«mΔ“jums ar trim lΔ«nijām uz tās.Melnbalts automaΕ‘Δ«nas zΔ«mΔ“jums uz balta fona.Melnbalts telefona zΔ«mΔ“jums uz balta fona.Melnbalta pulksteΕ†a ikona uz balta fona.

6.1/10
S

Searson Collision Center

6.1/10
G

Garage Door Repair Columbus

6.1/10
G

Garage Door Pros

6.1/10
T

Towing Service | Concord, California | AT Towing A black rectangle on a white background.Three black squares are moving in a row on a white background.Three black squares are moving in a row on a white background.A black and white drawing of a rectangle on a white background.A line drawing of a person standing on top of a podium with arrows pointing up.A black and white icon of two people holding a child.A black and white icon of two hands shaking each other on a white background.A black and white icon of two stars on a white background.A black rectangle on a white background.Three black squares are moving in a row on a white background.A black and white icon of a cat in a frame.A black and white logo with a star in a circle.Three black squares are moving in a row on a white background.A black and white drawing of a rectangle on a white background.

6.1/10
A

Auto Repair Services | Grapewood Garage Black tire with rim.Black and white symbol, a circle with three curved arms extending from a central circle.A top

6.1/10
T

TechniWaterjet

6.1/10
L

Lotus Cars Official Website

6.1/10
F

Fleet Lifecycle Management Solutions

6.1/10
M

MOTOR

6.1/10
E

Express Auto Service & Repair

6.1/10
W

www.pixelmotion.com

6.1/10
C

CarJager

6.1/10
W

Wilmington Auto Center Chrysler Dodge Jeep RAM

6.1/10
E

eBizAutos

6.1/10
M

Mac Tools

6.1/10
W

Warn Industries

6.1/10
W

Warn Industries

6.1/10
A

AmTech International

6.1/10
G

GOFAR

6.1/10
F

Fleet Lifecycle Management Solutions

6.1/10
H

Home

6.1/10
R

RAM Mounts

6.1/10
R

Reliable Pallet Suppliers for Your Operations

6.1/10
F

Feasterville

6.1/10
H

Homestead Lock And Locksmith

6.1/10
A

Advanced Energy

6.1/10
P

Pasadena Lock And Locksmith

6.1/10
B

Bronze Locksmith Store 24/7

6.1/10
H

Haltech

6.1/10
M

Motorcycle Parts & Gear Online

6.1/10
C

Cell Phone Signal Boosters for Home, Cars, & More

6.1/10
I

Innova

6.1/10
N

Nexen Tire

6.1/10
T

Thorley Headers

6.1/10
C

CTB, Inc.

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 β†’

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.

Automotive AI visibility by city

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