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.

735,742
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 735,742 Automotive Brands

AI-Ready8-10
<1%
135
Getting There6-7
5%
37,799
Needs Work4-5
53%
388,183
Not Discoverable0-3
42%
309,625

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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735,742 brands scored - page 13 of 7,358

P

Phat Up

7/10
P

Patriot Mechanical Contractors

7/10
A

Auto Luxe Llc

7/10
R

RDU Limousine

7/10
E

Estherville Chevy GMC

7/10
U

Used Car Dealership Serving Michigan

7/10
F

Fayetteville Regional Limo & Taxi

7/10
G

Great Basin Mobile RV Repairs, RV Services, Sparks, NV

7/10
L

Loving Hearts Senior Services

7/10
P

Pristine Exterior Services LLC

7/10
P

Party Bus Louisville

7/10
A

Auto Body Abington, MA | Collision Craftsmen Tow truck carrying a car.Black and white icon of a document being edited with a pen.Black castle with flag and check mark.Shield icon with a checkmark and sparkles.Car being painted with a spray gun.Car with paintbrush icon.Black car icon with the number 1 in its window.Car tire with suspension system.Black SUV with a network cable icon, likely representing vehicle diagnostics or connectivity.Tow truck towing a car.Black tow truck with its boom extended.Three people with a speech bubble showing three stars, representing a positive review.Contact Us

7/10
A

Add A Space Storage

7/10
A

AgentLeap®

7/10
A

Affordable Auto Repair, LLC

7/10
A

Akshayvat Eldercare

7/10
A

Aloha Garage Doors

7/10
A

Auto Accident Lawyers | St. Louis | Car Accident Attorney Near Me

7/10
A

Aplus Auto Glass

7/10
B

Beauty Spell Aesthetics

7/10
C

Ceramic Pro South Kansas City

7/10
C

Cobra Automotive Designs

7/10
A

Auto Detailing

7/10
D

Dra's Junk Hauling

7/10
C

Car Exhaust Systems | Elfer Muffler Shop | Fort Worth, TX Area Contact Us

7/10
D

Durant Insurance Center

7/10
K

KONG77 [] Tatapan Manis Penuh Energi Hyper

7/10
D

Diesel Emissions Specialists

7/10
I

Insurance Agency | G-Force Insurance Agency | MS, AL, LA, AR, TX, MO, TN, GA, SC, IN Black telephone receiver icon.Black phone receiver icon.

7/10
G

Gulfport Towing Services

7/10
G

G2 Parts

7/10
A

Auto Accident Lawyers | St. Louis | Car Accident Attorney Near Me

7/10
I

Independent Insurance in Orange County, Done For You

7/10
J

JW Auto Detailing

7/10
A

Agonaba Heritage - Making Every Stay Easy & Comfortable.

7/10
L

localgooddudes.com

7/10
S

Sunset Insurance Group

7/10
L

Little Rock Spine and Rehab

7/10
M

Mirror Image Detailing KC

7/10
S

Sandblasting Companies NY | K & S SandBlasting Black arrows circling a checkmark inside a circle, symbolizing completion or update.Hand holding a gear with a checkmark inside.Black and white icon of two hands shaking, symbolizing agreement or a deal.Money icon with an 'X' through it.Downward arrow with a dollar sign, indicating a price reduction.Silhouette of a paint sprayer emitting spray.Three overlapping speech bubbles, each with three dots inside, suggesting a conversation.Contact Us

7/10
N

Neighborhood Bakeshop

7/10
A

ADT Home Security Chicago

7/10
S

SPVTOTO

7/10
M

Millennium Insurance 248-410-1858 [email protected]

7/10
A

Auto Window Tinting Services Kingston, NY | Phoenix Films Black and white graphic of two hands clasped in a handshake.A document with lines and a pencil, signifying writing or editing.Black shield icon with a white star.Hands receiving a gift.Black and white icon of a stack of cash in a wallet.Black icon of a document with a box symbol and a badge with a checkmark.Speech bubble icon with horizontal lines, indicating a message.Contact Us

7/10
H

Heloscaping Inc

7/10
R

Renegade Health Center: Chiropractor in Aurora, OH

7/10
S

S.O.S Locksmith

7/10
A

Auto Body Shop | Roush Collision & Towing Winterset, IA Clipboard with car icon and check mark, indicating vehicle inspection completion.Black calculator and document with dollar sign, financial icon.Black shield with a white checkmark, indicating security or approval.Tow truck icon. Black silhouette of a tow truck with a raised hook on a white background.Handshake with clock icon, representing agreement over time.Calendar with a checkmark and clock icon.A speech bubble with three horizontal lines inside.Contact Us

7/10
R

Rocket Wraps & Signs

7/10
T

Top Painting Services In Fort Myers

7/10
S

Signature Clean by Superior

7/10
S

samuelsontowing

7/10
T

Two Brothers Automotive

7/10
V

Voxnova

7/10
T

Tito's Car Care Center | Auto Repair in Winston-Salem, NC Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Black location pin icon.Phone icon.

7/10
D

Discount Auto Body

7/10
G

GetDandy

7/10
D

DTD Motor Traders

7/10
A

Auto Detail and Ceramic Coating in El Paso, Tx.

7/10
G

Gett Itt Motors

7/10
J

Junk Removal Company | Miami, Florida | Kourtesy Junk Removal Price tag icon with dollar sign.Two documents overlapping, one with horizontal lines.Black magnifying glass.Black logo with two intertwined arrows, forming a loop.Black location pin icon.Black location pin.Black map marker icon.Black location marker.Black location pin icon.Black location marker.Black location pin icon.Black location pin.

7/10
X

XJS INSURANCE AGENCY

7/10
E

Eaton and Schultz Insurance Group

7/10
U

URBAN PACKERS

7/10
D

Debbie Luscombe - State Farm Insurance Agent in Homer Glen, IL

7/10
B

Beacon Transport

7/10
C

Chevrolet Dealership in MANSFIELD OH

7/10
V

Volkswagen Cars and SUVs dealer

7/10
W

Warehouse Rack and Shelf

7/10
P

Powder Coating, Sand Blasting & Wheel Repair

7/10
T

Tybee Island Lock & Key

7/10
U

Used Cars, Trucks, & SUVs For Sale In Indianapolis, IN

7/10
C

Colling Insurance Company in Lakewood CO

7/10
A

Alinsco Insurance

7/10
U

Used Cars, Trucks, & SUVs For Sale In Indianapolis, IN

7/10
C

Chevrolet Dealer in Houghton Lake, MI

7/10
A

AboutCash: Flexible Loans and Check Cashing in Texas

7/10
R

Rowe Credit

7/10
U

Used Cars, Trucks, & SUVs For Sale In Indianapolis, IN

7/10
N

New and Used Cars in Honolulu

7/10
A

Ab Location

7/10
A

Alan Jay Automotive Network SUVs Trucks Cars in Sebring, FL

7/10
A

Anchor Pool Service

7/10
G

GC AUTO

7/10
I

IQ Auto Deals

7/10
F

Funeral Home in Arvada, CO

7/10
B

Boston Luxury Chauffeur - Elite Transportation Services

7/10
M

Mobile Bike Repair & Bicycle Tuning Services

7/10
C

CAL Tire & Auto Repair

7/10
S

Self Storage Units Southeast Temecula, CA

7/10
A

Auto Dealmaker

7/10
C

Carthago Trading & Contracting

7/10
G

GC AUTO

7/10
C

CNE AUTO

7/10
C

CryptoAssets

7/10
B

BCF Demo

7/10
D

Diehl Automotive

7/10
D

Dave Cross Buick GMC

7/10
D

DreamRides Car Rental Dubai

7/10
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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 3.7/10 means for automotive brands

The average Automotive brand we've scored sits at 3.7/10. 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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