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.

37,854
Brands Scored
4.6/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 37,854 Automotive Brands

AI-Ready8-10
<1%
178
Getting There6-7
19%
7,226
Needs Work4-5
64%
24,052
Not Discoverable0-3
17%
6,398

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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37,854 brands scored - page 42 of 379

K

Kelly's Auto Sales

6/10
K

Kia Dealer in Morrow, GA with Complete Kia Inventory

6/10
U

Used Cars Knoxville

6/10
N

Northside Collision | Syracuse NY

6/10
F

Farmers Centre

6/10
F

Farnese Masterwood

6/10
F

Farra Civil Pty Ltd

6/10
F

Far West Mitsubishi

6/10
F

Far West Ford

6/10
F

Far West Hyundai

6/10
H

Home – Fashion Window Blinds phone icon

6/10
F

Fast Alloyss - Performance Wheel Doctor

6/10
F

Fast Auto Parts Australia

6/10
F

Fast Cars Removal

6/10
F

Faster RC Hobbies

6/10
F

Fastfit Automotive Specialists

6/10
F

Fast Link Car Removal

6/10
F

Fast Pac

6/10
F

Fastron Electronics Store

6/10
F

Fatbuilds 4x4

6/10
M

Maserati of Cleveland

6/10
F

Faux Phallus

6/10
F

FAW Trucks Australia Official Site

6/10
F

Fawkner Towing - Tow Truck Service in Melbourne Northern Suburbs

6/10
F

Fayla Sleepwear

6/10
F

Febest Auto Parts Australia

6/10
F

felicemattress

6/10
F

fellowsbulktransport

6/10
F

FenceStay

6/10
A

A1 Fencing Castle Hill

6/10
E

Elite Fencing St George

6/10
S

Simply Fencing Ryde

6/10
F

FENDERTRIM

6/10
F

Ferdinand Group

6/10
F

ferndale-exhaust

6/10
U

Used Car Dealer Melbourne VIC

6/10
C

Chrysler Dodge Jeep Ram Dealer

6/10
F

F.E.S. TANKS

6/10
F

Full Force Racing Components

6/10
F

FFP

6/10
F

Flat 6 Motorsports - Porsche Aftermarket Specialists

6/10
F

Fido Finance

6/10
F

Fieldworks SA

6/10
F

Final Touch Automotive

6/10
F

Finance Ezi

6/10
N

Novated Leasing & Automotive Finance - Car financing options for Australians since 2004

6/10
F

Find A Babysitter

6/10
F

Finder GPS Tracker

6/10
F

Fineline Apparel Co

6/10
F

Fineline Automotive

6/10
F

Fine Shine

6/10
F

Fire System Services

6/10
F

First Call Locksmith

6/10
F

First Home Buyers Club

6/10
F

First In Tinting

6/10
F

FITMINT Automotive

6/10
F

FITPARTS.AU

6/10
F

FITSUM

6/10
T

Towing in Rockhampton | Fitzroy Towing & Transport Phone IconMenu IconClosed IconEmergency IconTow Truck IconAustralia IconCheck IconCheck IconPhone IconMap Icon

6/10
F

Five Star Motors Auto Parts

6/10
F

FIXIT AUTOCARE

6/10
F

Fix N Go Auto

6/10
F

Fix Plus Australia

6/10
F

FKR Group

6/10
F

Flagpoledoctor

6/10
G

Gate King

6/10
F

Flash Cash For Cars

6/10
C

Custom USBs and more Printed with Your Logo

6/10
F

Flat Top Products au

6/10
F

Flawless

6/10
F

Fleet Tyre

6/10
M

Mobile Truck Tyre Repairs & Sales | | Crestmead | Fleet Tyres QLD

6/10
F

Fleur Du Luxe

6/10
F

Flex180

6/10
F

Flex Industrial Main

6/10
F

Flinders to Fleurieu Rally

6/10
F

Flippi

6/10
C

Chevrolet Dealership in Okemos MI

6/10
R

Ross Downing GMC of Gonzales

6/10
H

Hyundai Dealership in Fairfield CT

6/10
A

Albany Mitsubishi

6/10
F

Fairway Ford of Ohio

6/10
N

New Mazda for Sale in Temple, TX

6/10
L

Lexus of Lincoln

6/10
M

Marion Honda Dealer in Marion OH

6/10
F

Flora Laura

6/10
C

Chicago Cars US

6/10
C

Chevrolet dealer in Raynham, MA

6/10
C

Coral Springs Kia

6/10
B

Barboursville, WV Kia Dealer in Barboursville WV

6/10
L

Longley Bros Chrysler Dodge Jeep Ram

6/10
W

Waterloo Chevrolet Dealer in Waterloo IA

6/10
U

Used Cars Carrollton TX

6/10
T

THE AUTO SHOP Ltd

6/10
A

Attleboro Honda Dealer in North Attleboro MA

6/10
C

CONCEPT MOTORS INC

6/10
C

Cars for Sale

6/10
M

Mountaineer Honda

6/10
T

Thrifty Car Sales

6/10
R

Roseville AutoMaxx

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 4.6/10 means for automotive brands

The average Automotive brand we've scored sits at 4.6/10. 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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