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.

320,124
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,124 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
6%
20,802
Needs Work4-5
61%
194,671
Not Discoverable0-3
33%
104,569

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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320,124 brands scored - page 98 of 3,202

A

Auto Repair in Slidell, LA

6.1/10
H

Hughes Auto Motor Corp Auto Repair

6.1/10
G

Gengras Volvo Cars North Haven: Volvo Dealer CT

6.1/10
G

Golen Engine Service

6.1/10
T

Toyota Dealership in Laramie WY

6.1/10
T

The Import Doctors - Fort Wayne Asian Import Car Repair Specialists

6.1/10
O

Overhead Door Company of Puget Sound

6.1/10
F

Fred Anderson Subaru

6.1/10
C

Custom Glass Services

6.1/10
B

Bonita Boat Center

6.1/10
A

ACA Auto

6.1/10
B

Branded Customs

6.1/10
F

Ford Dealership in Maitland FL

6.1/10
N

New & Used Chrysler & Jeep Dealership in Reno, NV

6.1/10
E

Everest Dispensary

6.1/10
C

Clearline Sewer Repair

6.1/10
R

Route 66 Pub Co

6.1/10
C

Car Lifts, Motorcycle Lifts & More

6.1/10
J

Jeff Wyler Columbus Auto Mall

6.1/10
B

Burdick Volkswagen

6.1/10
A

Advanced European Repair

6.1/10
C

Chuck Jones Automotive

6.1/10
A

Auto Repair & Tire Shop | Albion, Marshall, & Charlotte Reviews Stars Rating

6.1/10
G

Golden Goose Marketing

6.1/10
E

Expert Car Repair in Gothenburg, NE

6.1/10
B

Buick, GMC Dealership in Lowell MA

6.1/10
A

Action Auto Insurance

6.1/10
D

Dry Ridge Chevrolet Dealer in Dry Ridge KY

6.1/10
O

Overhead Door Houston TX

6.1/10
S

Storage Facilities | Anchorage, AK | Storite Storage Warehouse icon with boxes and doors.Black warehouse icon with wireless signal, and boxes inside.Black and white icon of a recreational vehicle, front view with the door open.Black and white illustration of a motorboat floating on wavy water.Black house icon with a location pin inside.Thumbs up icon with three stars above it.Black phone icon with speech bubble, indicating a call and messaging functionality.Black smartphone icon.Black envelope icon with a white arrow.Black location pin icon.

6.1/10
M

Magic Glass Prescott

6.1/10
L

Lindsay Tire Automotive & Accessories |

6.1/10
A

Auto Repair | Elite Auto Repair | Tempe, AZ Black location pin icon.Phone icon ringing.Clock showing the time at 4:00.Black location pin icon.Phone icon.

6.1/10
C

Chrysler, Jeep, Dodge, RAM Dealer in Lewisville, TX

6.1/10
N

New & Used Cars Hyundai Dealership in Springfield MO

6.1/10
T

Toyota Dealer Sandusky OH

6.1/10
N

New GMC Chevy and Used Cars for Sale

6.1/10
P

Performance Toyota

6.1/10
D

Devine Chevrolet Dealer in DEVINE TX

6.1/10
W

Window Tinting Experts in Largo, FL

6.1/10
L

Liberty Collision

6.1/10
K

K2-Creative-Inc

6.1/10
K

Keffer Chrysler Jeep Dodge Dealer Near Matthews & Concord, NC

6.1/10
C

Chevy Dealership in Gulfport MS

6.1/10
P

Palm Coast Ford

6.1/10
R

Reliable Auto Repair in Monrovia, CA | Lima Auto Repair Review Star Rating

6.1/10
L

Link Engineering

6.1/10
T

Trusted GMC Dealer

6.1/10
G

Global Collision Centers

6.1/10
W

Wash Hounds

6.1/10
G

Gold Coast Acura

6.1/10
N

New & Used Car Dealer Group

6.1/10
L

Lindsay Chrysler Dodge Jeep Ram

6.1/10
A

Alpha Overhead Door Inc.

6.1/10
N

Nomad Wash & Detail

6.1/10
E

Expert Auto Repair in Orlando, FL | Sloan's Automotive Reviews Stars Rating

6.1/10
H

Home

6.1/10
D

Down South Custom Wheels

6.1/10
V

Volvo Cars North Miami

6.1/10
J

Jenkins Genesis of Leesburg

6.1/10
V

Victory Motors Chesterfield

6.1/10
S

Straight Line RV -

6.1/10
S

Spectrumautoinc

6.1/10
C

Crest Honda

6.1/10
F

Forum Energy Technologies, Inc.

6.1/10
W

Waldorf Ford

6.1/10
C

Clutch Automotive

6.1/10
G

Girlie Garage

6.1/10
S

Saint Anthony Chevrolet Dealer in Saint Anthony ID

6.1/10
F

Factory UTV

6.1/10
C

Cable Dahmer Automotive

6.1/10
T

Tow Industry Week

6.1/10
G

Greenleaf Rent A Car

6.1/10
A

Advanced Auto Carrier LLC

6.1/10
T

Toyota of Hemet

6.1/10
A

Auto Repair Wayne PA

6.1/10
R

Reliable Door Services

6.1/10
T

Trusted Auto Repair in Olathe, KS | SK Mechanic Reviews Stars Rating

6.1/10
1

1023 Diesel and Fleet

6.1/10
L

Local Car Repair

6.1/10
T

Team Gillman Mazda

6.1/10
J

Jim Hudson Acura

6.1/10
B

Bedrock Attachments

6.1/10
C

Certified Auto Repair

6.1/10
B

Buick, GMC Dealership in Zelienople PA

6.1/10
E

Empire Dent & Body

6.1/10
A

Auto Repair in Columbia, MO | Tom’s Auto & Imports Review Stars Rating

6.1/10
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
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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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