AI Scores / Automotive

Automotive AI Scores
Score Your Brand Free
🚗

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.

36,616
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 36,616 Automotive Brands

AI-Ready8-10
<1%
215
Getting There6-7
22%
8,184
Needs Work4-5
66%
24,241
Not Discoverable0-3
11%
3,976

Only <1% of automotive brands are AI-ready.

The other >99% are being skipped by ChatGPT, Perplexity, and Google AI Mode.

Score your brand free

36,616 brands scored - page 264 of 367

S

Seat Covers Unlimited

4/10
N

New Palumbos Inc.

4/10
T

Tow Service OKC

4/10
S

Sattvah Wellness

4/10
W

Welcome to Simon Says Automotive of Stafford Springs, CT

4/10
S

Somrita Banerjee

4/10
T

ThermalShell Inc.

4/10
H

Home

4/10
S

SANDINO · Professional Detailing

4/10
A

Autowerkstatt Fürstenberg / Havel

4/10
O

Originalteile und Zubehör von BMW Motorrad

4/10
B

Bakerlab

4/10
E

El portafolios de María Jesús

4/10
S

Shdr Editor

4/10
C

CSS Loaders: A collection of more than 600 loading animations

4/10
T

Tervetuloa Birkkalan tilalle

4/10
T

Tatsunori Taniai

4/10
H

Home

4/10
D

Dynamic Robot Systems Group

4/10
B

Beth May

4/10
H

Huiyi (Cheryl) Wang

4/10
D

DroNet@MobiSys 2023

4/10
O

Orly Alter

4/10
D

Dan Klammer

4/10
T

Testdrivejunkie

4/10
H

Home

4/10
S

Sponsor the AWS Community Day - SE 26

4/10
M

Machon Moreshes Ashkenaz

4/10
B

Barna.nl

4/10
W

Willkommen bei Auto Steiner GmbH

4/10
J

Jorge Varas

4/10
A

Antennas Radios Amplifiers Baluns and Receiving Systems for HF

4/10
L

Linkage: Suspension Bike Simulation and Design Software

4/10
C

Circuit du Bourbonnais, auto, moto, drift, stages, baptêmes, pilotage

4/10
W

Willkommen beim Gästehaus Fischbach! Ferien, wie man sich's wünscht, alles dran, alles drin!

4/10
G

Gartenhauswelt Maßfertigung und vertreibt und liefert Weltweit verschiedene Holzprodukte wie Wohnhäuser, Wochenendhäuser, Camping Häuser, Gartenhäuser, Gerätehäuser, Wandelementhäuser, Markthütten, Verkaufsstand, Grill

4/10
Z

Zofyo

4/10
G

Geoff's Blog

4/10
T

Transform Icons

4/10
D

Diario La Opinión de Rafaela

4/10
G

GEOmall.at

4/10
O

ok

4/10
A

Abendzeitung Nürnberg

4/10
G

Geschankartikel.at

4/10
G

Gamified UK - #Gamification Expert

4/10
T

TVR

4/10
S

SUNBEACH SANDFLATS

4/10
J

Jean Baptiste Wosko

4/10
M

Mechanic Partner Directory: Shopify Automation and Development Platform

4/10
S

Slot Autotogel

4/10
O

Obsidianland SMP

4/10
S

Satunnaisia Mielenkiintoisia Faktoja ja Tietoja

4/10
P

Página de Inicio

4/10
G

goldgrube.at

4/10
G

GoMore

4/10
G

GOTTFRIED BECHTOLD

4/10
G

GP

4/10
G

Grafiklense

4/10
G

GRC Wash

4/10
T

Tesla mieten Wien

4/10
G

Gruber Rastenfeld

4/10
E

Elektrotechnik, Automatisierungstechnik und Schaltschrankbau

4/10
G

gussasphalt.at

4/10
D

Default page

4/10
H

Habel Automobil Restauration

4/10
P

Pure Tiarabia

4/10
H

Hager Auto

4/10
H

HAIDLMAIR

4/10
D

Default page

4/10
V

Viasat Internet Providers

4/10
F

Fahrschule Haltau

4/10
S

Sacramento Top 10

4/10
I

Internet Linkage

4/10
M

Mazda Haselmaier, Autolackiererei, Autospenglerei, Ried im Innkreis, Abschleppdienst,Kfz

4/10
U

UK 1

4/10
H

Home

4/10
T

The Savoisien

4/10
G

GES

4/10
U

Urlaub in Kappl nahe Ischgl

4/10
H

Hausmeister Reini

4/10
H

HC Concepts

4/10
日

日産自動車ホームページ

4/10
P

Pasang Iklan

4/10
F

Fórmula 1: toda la información sobre la Fórmula 1 en F1aldia

4/10
H

Heiners

4/10
E

Enakting

4/10
R

review33.com

4/10
H

How Every One

4/10
O

Oui Merci Académie

4/10
M

Metallbau Hinterkörner in Aschbach bei Amstetten.

4/10
A

Auto Sachverständiger in St. Pölten

4/10
H

Hoarachhof

4/10
H

HOBBYBASE VIENNA

4/10
F

Fleet News Daily

4/10
H

How to auto

4/10
I

Ihr Zimmerei

4/10
H

Holzbau Technik

4/10
M

Main Gallery

4/10
D

Default page

4/10
H

HT Electronic Systems / Neudörfl

4/10
Previous
1...262263264265266...367
Next
Score your automotive brand free

Want to improve your AI visibility score?

Read: AEO guide for Automotive brands →

What an AEO score of 4.7/10 means for automotive brands

The average Automotive brand we've scored sits at 4.7/10. 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.

Automotive AI visibility by city

New York CityLos AngelesChicagoHoustonPhoenixPhiladelphiaSan AntonioSan DiegoDallasSan JoseAustinJacksonvilleSan FranciscoColumbusCharlotteIndianapolis

Browse by industry

💻 Tech & SaaS🛍️ Ecommerce & Retail🍽️ Food & Beverage💪 Health & Wellness💅 Beauty👗 Fashion & ApparelAll brands →