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.

320,603
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,603 Automotive Brands

AI-Ready8-10
<1%
82
Getting There6-7
7%
21,115
Needs Work4-5
61%
196,676
Not Discoverable0-3
32%
102,730

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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320,603 brands scored - page 109 of 3,207

N

No Limits Motorsports

6.1/10
P

Performance Detailing & HP

6.1/10
M

Marc Yount's Tire Pros

6.1/10
L

Lia Honda Northampton

6.1/10
G

GP Mobile Car Wash & Detail

6.1/10
A

Auto Repair in Frederick, MD | Churchill Auto Care Star Rating Icon

6.1/10
E

Ed Napleton Honda St Peters dealership new & used car dealer St Louis

6.1/10
C

Car Detailing Birmingham AL

6.1/10
L

Lynchburg Auto Repair | Ed's Automotive A close up of a red ribbon on a white background.

6.1/10
A

Auto Repair in St Louis Park, MN | Ratified Motorsport Review Star Rating

6.1/10
S

Susan Schein Automotive

6.1/10
M

MJ Corp

6.1/10
P

Phoenix Auto Repair

6.1/10
G

Glendale INFINITI

6.1/10
N

New Cadillac & Used Car Dealership In Homestead, FL

6.1/10
H

Heads Up Automotive

6.1/10
A

A Mobile Maintenance

6.1/10
I

Iowa City Tire & Service

6.1/10
C

Connected Dealer Services - Complete GPS Based Dealer Inventory Management System

6.1/10
C

Chauffeur Service

6.1/10
M

Mercedes

6.1/10
F

First Class HALT | Honda, Acura, Lexus & Toyota Car Repair Miscellaneous 93 solidMiscellaneous 93 solid

6.1/10
O

Onsite Detail

6.1/10
H

HOUSE Automotive

6.1/10
F

Fisher/Martin Automotive

6.1/10
C

Clearwater Chevrolet Dealer in Clearwater FL

6.1/10
N

New & Used Chevrolet Dealer In Stow, OH

6.1/10
W

Welcome to Our Ford Dealer Marysville OH

6.1/10
G

Glendale Chevrolet

6.1/10
T

Top Auto Repair in Mansfield, MA | Mansfield Auto Care Review Stars Icon

6.1/10
C

Colorado PDR

6.1/10
S

Speedy's Used Auto Parts

6.1/10
M

MCarCovers

6.1/10
L

Los Gatos Auto Service, Inc.

6.1/10
H

houlocksmith

6.1/10
E

Eden Business Concepts · A heart

6.1/10
D

D&K Automotive Repair

6.1/10
S

Steady Garage

6.1/10
N

New & Used Car Dealerships in Lake Bluff, IL

6.1/10
N

New MAZDA & Used Cars For Sale

6.1/10
M

MPT Autobody

6.1/10
P

Peltier Kia Tyler

6.1/10
B

Bats and Bugs Pest Solutions

6.1/10
S

Subaru Dealer in Covington, LA

6.1/10
M

My Site

6.1/10
#

#1 Subaru Retailer by Volume in FL

6.1/10
C

Compare Transport LLC

6.1/10
A

Ascent Dealer Services

6.1/10
G

Gig Harbor Automotive Service

6.1/10
A

Automotive and Commercial Locksmith

6.1/10
P

Power Zone Equipment Inc

6.1/10
B

Buy Junk Cars Middletown OH | M & M Towing & Auto Recycling A black checkmark symbol on a white background.A bold black checkmark symbol on a white background.A black checkmark symbol.A black checkmark symbol on a white background.A black checkmark symbol on a white background.A thick, black checkmark symbol.A black icon of three overlapping speech bubbles, with dots inside, representing group chat or messaging.Contact Us

6.1/10
W

Wilsonville Chevrolet

6.1/10
S

SPEED-KINGS CYCLE

6.1/10
U

Ultimate Motorsports

6.1/10
P

Prestige Volvo Cars East Hanover NJ

6.1/10
W

Westlake Independent Automotive

6.1/10
L

Lake Toyota Devils Lake

6.1/10
S

Subaru Dealership Wilmington NC

6.1/10
D

Davis Paint & Collision Auto Center Oklahoma City

6.1/10
J

Jekyll and Hyde's

6.1/10
N

Northtown Kia

6.1/10
C

Cor Auto

6.1/10
B

BTRcarcustoms

6.1/10
A

Aircooled Vintage Works

6.1/10
B

Blue Springs Ford

6.1/10
P

Plaza Honda

6.1/10
N

New & Used Cars, Trucks & SUVs at Fayetteville Dodge Ram

6.1/10
S

South Bay Hyundai In Torrance, CA

6.1/10
A

Acura of the Rio Grande Valley

6.1/10
F

Ford Dealership in New Castle PA

6.1/10
G

Gervais Kia

6.1/10
C

Charvonia Design

6.1/10
E

Easton Motors -

6.1/10
J

JsportUSA

6.1/10
B

Bunnin Chevrolet Of Fillmore

6.1/10
A

Appel Ford Brenham

6.1/10
J

JackSpania Racing

6.1/10
O

One Love Auto Group

6.1/10
P

Proffitt\'s Resurrection Land Cruisers

6.1/10
A

Auto Repair Shop, Brakes, Temecula, CA -

6.1/10
L

LIQUI MOLY USA Inc.

6.1/10
B

BMW of San Rafael

6.1/10
V

Volvo Cars Mission Viejo

6.1/10
I

Indy Mobile Repair

6.1/10
A

Auto Repair Bennington, VT | Shaftsbury Auto Body CloseClose

6.1/10
T

Tri City Glass and Door in Appleton & Green Bay, WI

6.1/10
N

New & Used Car Dealership Urbana, IL

6.1/10
H

Hyundai of Turnersville

6.1/10
M

Machine Shops Granite City, IL | Champaign, IL A price tag with a dollar sign on it.A black and white icon of a clock with an arrow pointing down.A black and white icon of a machine.A black and white icon of a cardboard box with a handle.A black and white icon of an american flag on a pole.A black and white icon of a cardboard box with a handle.A black and white icon of an american flag on a pole.A black and white icon of a speech bubble on a white background.CloseClose

6.1/10
M

Midway Automotive

6.1/10
N

New Chrysler Dodge Jeep Ram Dealer in Putnam, CT

6.1/10
A

Art Moehn Chevrolet

6.1/10
A

AutoSmart -

6.1/10
C

Clason Buick GMC

6.1/10
F

Future Ford of Clovis

6.1/10
A

Astro Auto Glass

6.1/10
P

Plum Grove Cyclery - Plum Grove Cyclery introduces a new type of bicycle shop experience…

6.1/10
M

MINI of Glencoe

6.1/10
T

Toyota Dealer in Portsmouth, OH

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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