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.

319,532
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 319,532 Automotive Brands

AI-Ready8-10
<1%
83
Getting There6-7
7%
21,932
Needs Work4-5
63%
200,432
Not Discoverable0-3
30%
97,085

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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319,532 brands scored - page 148 of 3,196

N

New and Used Ford Dealer Manteno

6/10
S

Suprema Homes

6/10
U

Updated Auto Body

6/10
M

MotoExpo

6/10
D

Desert Automotive

6/10
T

TB Performance Products

6/10
T

Tint Squad

6/10
T

Tyler Trenary Chrysler Dodge Jeep RAM

6/10
S

Steven Toyota

6/10
H

Houston, Tx Trash Can Cleaning Service

6/10
N

New and Used Ford dealership in Owosso

6/10
A

Auto Repair Shop in Nampa

6/10
F

Fallon Automotive

6/10
A

Auto Repair Shop in West Valley City | Advanced Service Reviews Stars Rating

6/10
H

HeftyFabworks

6/10
A

AutoNation Acura South Bay

6/10
D

Dent Masters Collision OKC

6/10
N

New Chevrolet and Used Car Dealer Serving Ames

6/10
S

Scott's Coach Works

6/10
N

New and Pre

6/10
Q

Quick Drive Thru Oil Change Service

6/10
L

LNT Service

6/10
T

Terrell Battery

6/10
Q

Quality Auto Repair and Service

6/10
D

DMV Express Service

6/10
A

Airflow Pros Heating & Air Conditioning

6/10
B

Baumann Auto Center

6/10
W

Welcome to Concordville Subaru

6/10
C

Car Repair Mechanics

6/10
E

Elite Automotive Center

6/10
W

Wiregrass Experts, LLC

6/10
C

Crowley Car Company

6/10
A

Auto Repair & Tire Services in Watertown, MA | Express Tire & Auto Service Review Stars Rating

6/10
P

Pat Fischer Nissan Titusville FL

6/10
T

Twin Cities Aviation

6/10
C

Courtesy Lincoln

6/10
C

CDJR Cincinnati OH

6/10
C

Chrysler Dodge Jeep RAM Dealership Fayetteville AR

6/10
B

Bill DeLuca Chevrolet

6/10
O

Ourisman Mazda of Rockville

6/10
H

Hi-Tech Import Automotive

6/10
B

Brundage Bone Concrete Pumping

6/10
L

Lincoln Dealer Near You

6/10
B

Bay Tek Coatings

6/10
P

Pava Logistics

6/10
A

Amigo Chevrolet

6/10
A

American Motors of Jackson

6/10
R

Route 22 Honda

6/10
B

Binghamton Chevrolet Dealer in Binghamton NY

6/10
T

Touch Up Masters

6/10
S

Shoemaker's Insurance

6/10
K

Kyle Cyclery

6/10
H

Heavy

6/10
3

34th Street Garage

6/10
L

Langdale Hyundai Car Dealership Valdosta GA

6/10
T

Trail Transmission

6/10
T

Trustar Insurance

6/10
J

Jeff’s Auto Repair

6/10
H

Hyundai Dealership in Homestead FL

6/10
D

Diesel Truck Repair | A-Tech Services LLC | Piedmont, SC A calculator and a coin with a dollar sign on it.A black and white shield with a check mark on it.A black and white drawing of a brake disc on a white background.A black and white icon of a man wearing a hat and vest.A black and white icon of a car with a check mark on it.A black and white icon of a person with three stars around his head.A black and white icon of a truck and a person.A car with a magnifying glass next to it.A black and white icon of a car engine with gears.A black and white icon of a camera on a white background.A black and white icon of a brake pedal and a spring.A black and white icon of a motor on a white background.A black and white icon of a delivery truck on a white background.A black and white icon of a brake disc on a white background.A black and white icon of a tire on a white background.A black and white silhouette of a dump truck on a white background.A black and white icon of a van and two wrenches.A black and white icon of a rv on a white background.A black and white icon of a speech bubble on a white background.CloseClose

6/10
A

Allstate Transmissions & Auto Repair

6/10
T

Tim Dahle Mazda Southtowne

6/10
L

LJ Insurance Agency

6/10
R

Riot Parts

6/10
W

Winner Auto Center | Automotive Mechanics in Cocoa, FL Reviews Stars Rating

6/10
M

Monarch Ford

6/10
S

Subaru White Plains

6/10
H

Hinton Buildings

6/10
R

Reitman Auto Parts & Sales - Your Used Auto Parts Specialists

6/10
D

DriWash Solutions

6/10
M

magictows

6/10
B

Brownsville Honda Dealer in Brownsville TX

6/10
C

Circle Auto Repair

6/10
H

Hallmark Hyundai North

6/10
C

Customized Signage | Commercial Signs LLC | Fort Wayne, IN CloseClose

6/10
C

Concord Auto Repair Boles Automotive

6/10
M

Mechanic | LaCorte Family Auto Repair | Port Washington, NY Black circle with a white check mark, indicating completion or approval.Black circle with white checkmark.Black circle with white checkmark.Black circle with a white checkmark inside.Black circle with white checkmark.Black circle with a white checkmark.Black speech bubble with two horizontal lines inside.Contact Us

6/10
R

Roberts Heavy Duty

6/10
E

Explorer Van

6/10
A

Auto Repair Clovis CA 93611 | Dick's Automotive Inc (559) 299-2226 | Brake Repair Clovis CA 93611

6/10
L

linkes

6/10
A

Auto Body Repair | C & M Collision Repair Center | Bartlesville, OK A black and white icon of a store with a awning.A car with a shield and a check mark on it.Two cars are crashing into each other on a white background.A wrench and screwdriver crossed over each other on a white background.A group of people standing next to each other in a circle.A man , a woman and a child are standing next to each other.A silhouette of a person with five stars around his head.A black gear with a white check mark inside of it.A black check mark on a white background.A black check mark on a white background.A black check mark on a white background.A black check mark on a white background.A black check mark on a white background.A black check mark on a white background.A black check mark on a white background.A black check mark on a white background.A black check mark on a white background.A black check mark on a white background.A black and white icon of a speech bubble on a white background.CloseClose

6/10
T

Tampa Auto Wraps

6/10
A

Auto Electric Newport News, VA | Chesapeake, VA A black and white icon of a man wearing a hard hat.A black and white clock with the number 24 inside of it.A black and white icon of a house with a map pin on it.A black and white icon of a ribbon with a star in the center.A black and white icon of a hand holding a gear.A black and white icon of a certificate with a star on it.A black and white drawing of a screwdriver and a gear.A black and white icon of a car on a white background.A black and white icon of a speech bubble on a white background.CloseClose

6/10
A

Auto Mechanic El Cajon, CA | Trust Auto Repair-Body Works Delivery truck with a stopwatch on top, indicating fast shipping.Stopwatch with a package icon, likely representing fast shipping or delivery.Shield icon next to a document with a checkmark, symbolizing data protection.Emergency light flashing.Medal with checkmark, indicating quality or approval.Three people with three stars above them.Black speech bubble with two horizontal lines.Contact Us

6/10
C

Crawford Garage Doors

6/10
L

Lux AutoHause

6/10
E

Exquisite Detailing

6/10
B

Bowles Locksmith Service: Louisville Auto, Residential, Commercial Locksmith Services

6/10
E

Elburn Radiator & Repair

6/10
W

Western Brake & Tire Auto Service Center

6/10
M

Maguire's Ford of Hershey

6/10
D

D'Addario's Auto Service Inc

6/10
B

Bunnin Chevrolet Of Fillmore

6/10
S

Staten Island Hyundai Dealer

6/10
C

Chrysler Dodge Jeep Ram of Corinth, New & Used Chrysler Dodge Jeep Ram Dealership in Corinth, MS, Near Iuka, Walnut, Booneville, & Pickwick, MS, & Selmer & Bethel Springs, TN

6/10
C

Centerville AutoBody

6/10
G

Goodwin Chevrolet Oxford

6/10
M

MBA Insurance

6/10
M

Mac Haik Dodge Chrysler Jeep

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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