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.

601,029
Brands Scored
3.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 601,029 Automotive Brands

AI-Ready8-10
<1%
114
Getting There6-7
5%
32,069
Needs Work4-5
53%
321,411
Not Discoverable0-3
41%
247,435

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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601,029 brands scored - page 64 of 6,011

U

Utiliko

6.4/10
B

Banger Casino ᐉ Explore Bangar Casino Bonuses and Win Big!

6.4/10
S

Semcac

6.4/10
S

State Farm Insurance Agent Phyllis Nichols in Columbia MO

6.4/10
B

B&G Auto Sales - Get approved with 500 DOWN!

6.4/10
B

Brighton Ford

6.4/10
A

Aluminum Extruders Council

6.4/10
T

Top-Rated Car Transport Company | Dynamic Auto Movers

6.4/10
E

Eagle Motorsport Used Cars

6.4/10
N

Northwest Bus Sales, Inc

6.4/10
A

AutoTecknic USA

6.4/10
M

MyKeyPremium

6.4/10
A

Automate Customer Service with AI

6.4/10
L

Lewis River Doors

6.4/10
G

Galpin Mazda

6.4/10
T

Topcoat Services

6.4/10
B

Beetlesmith

6.4/10
A

Ardmore Toyota Dealer in Ardmore PA

6.4/10
C

Curry Honda Yorktown

6.4/10
A

Auto Locksmith San Jose

6.4/10
C

Cox Toyota

6.4/10
H

Houska Automotive

6.4/10
C

CA Auto & Home Insurance Agent Henry Rodriguez - State Farm®

6.4/10
G

GPX Intelligence

6.4/10
A

Auto Repair in Houston, TX | Westside Automotive Review Stars Rating

6.4/10
P

Peterson Insurance

6.4/10
N

NE SEED

6.4/10
I

IBOAZ

6.4/10
E

European Car Repair in Dallas & Plano | European Auto Shop - Autoscope

6.4/10
U

UNGODLY

6.4/10
M

Miller-Hanover Insurance Agency

6.4/10
T

Tapout Tuning

6.4/10
P

Phoenix Pop Up Campers | Custom Truck Campers Built to Fit Your Vehicle

6.4/10
L

Logo Electrical Services

6.4/10
N

Novsight

6.4/10
T

Towing Rockford, IL | A to Z Towing Black circle with a white checkmark inside.Black circle with white checkmark.Black circle with white checkmark.Black circle with white checkmark.Black circle with white checkmark.Black circle with a white check mark.Black circle with a white checkmark inside.Black circle with white checkmark.Black circle with white checkmark.Black circle with white checkmark.Black circle with white checkmark.Black circle with a white check mark.Three overlapping speech bubbles with ellipsis dots, indicating conversation or discussion.Contact Us

6.4/10
M

Murf Electric Bikes

6.4/10
P

Precision Auto Sales & Service

6.4/10
A

ATM Towing Services LLC

6.4/10
I

Insurance | Wagner-Casper Insurance Agency | Marinette, WI Two stick figures sitting in chairs, conversing with speech bubbles overhead.A hand holding a person; customer care.Three people icons with three stars above them.Three hands encircling a heart, forming a circular embrace.Two stick figures shaking hands, symbolizing agreement or partnership.Customers interacting with a store. People gathered above and below a shop icon.Person in suit holding an umbrella.Clipboard with pen, shield with dollar sign, and a checkmark.Black icon of a chess knight, gear, and document with checklist.Three overlapping speech bubbles with dots inside.Contact Us

6.4/10
M

McGee Lerer Ogrin

6.4/10
R

Rolls Auto Sales

6.4/10
T

Trailer Station USA

6.4/10
S

Southern Tint

6.4/10
N

New Cars, Trucks & SUVs for Sale

6.4/10
H

Hiniker -

6.4/10
C

carfect

6.4/10
U

Utilimaster

6.4/10
T

Tolbert Beadle

6.4/10
U

Used Car Dealership in Killeen, TX

6.4/10
O

OEC Rentals

6.4/10
I

Innoflight

6.4/10
W

Wheelers Insurance -

6.4/10
N

Nakupuna Companies

6.4/10
S

Safeeds Transport Inc

6.4/10
M

Milwaukee Limo Service

6.4/10
M

Mechanical Power Inc.

6.4/10
W

Window Works

6.4/10
R

Rubens Tires

6.4/10
S

SERFAS INC

6.4/10
B

Berglund Insurance

6.4/10
T

Towing Appleton, WI | Fox City's Towing CloseClose

6.4/10
C

Clay Cooley Volkswagen of Richardson

6.4/10
W

Waddoups Law Personal Injury Attorneys

6.4/10
A

Auto Repair Services in Boonsboro, MD | Eby's Garage Review Star Rating

6.4/10
L

Legacy Cleaning Services - Madison, WI -

6.4/10
H

Honda Dealer Pharr, TX

6.4/10
B

Beck's Auto Center

6.4/10
S

SXTH Element

6.4/10
T

TMBR MOTO

6.4/10
K

Keysure Key Control Product | Secure Your World | A security seal container for the important things in life

6.4/10
V

Velossa Tech Design

6.4/10
S

Santa Clarita Auto Sound, Custom Car Stereo Installation, Marine Audio California

6.4/10
R

RedlineGoods

6.4/10
H

Home Services Franchise Opportunities

6.4/10
B

Beck Nissan

6.4/10
S

Shop Marketing Pros

6.4/10
H

Heavy

6.4/10
P

Price Petho & Associates, Personal Injury Attorneys

6.4/10
W

Wheels 4 Hope

6.4/10
U

Under The Sink, Omaha Region Household Chemicals Disposal Facility

6.4/10
P

Personal Injury Lawyers Gloucester Township, NJ Black checkmark on white background.Black check mark symbol.Black check mark on white background.Black checkmark symbol on a white background.Black checkmark on a white background.Three overlapping speech bubbles with dots inside.Contact Us

6.4/10
M

Milestone PLM Solutions

6.4/10
L

Locksmith Tampa | All In One Locksmith

6.4/10
B

Bobcat of the Rockies

6.4/10
J

Jefferson Auto Service - Trusted Car Care in Jefferson, LA Reviews Stars Rating Icon

6.4/10
P

Plant Savvy

6.4/10
S

Sunland Logistics Solutions

6.4/10
U

Utah's Premier Auto Recycling, Junkyard & Salvage Yard

6.4/10
K

Kruse Motors

6.4/10
C

Criswell Is a Highly Rated Nissan Dealer NW of Washington, D.C.

6.4/10
V

Velocity Ammunition Sales

6.4/10
M

Mudify

6.4/10
K

KC Turbos

6.4/10
O

Oakland Yellow Cab

6.4/10
B

Best Collision Shop Mesa, AZ | Touch-Up Pro A black icon of a clipboard with a dollar sign on it next to a calculator.A black and white icon of a shield with a checkmark, featuring a banner underneath.A black icon of a gear positioned above a small group of three cars.Icon featuring a human silhouette surrounded by a lightbulb, a star, and a checkmark.A black icon showing a gear on the left side merging into a digital circuit pattern on the right.Black icon showing a crane hook lifting a car.A black outline icon of a speech bubble containing three horizontal lines, representing text or a conversation.Contact Us

6.4/10
P

Protect Property Inspections

6.4/10
A

Auto Repair in Phoenix, AZ and Peoria, AZ - Japanese Auto Pros Working Hours Red Icon

6.4/10
M

mtstrans

6.4/10
T

Terry's Service Ctr

6.4/10
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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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