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.

37,050
Brands Scored
4.7/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 37,050 Automotive Brands

AI-Ready8-10
<1%
217
Getting There6-7
22%
8,214
Needs Work4-5
66%
24,507
Not Discoverable0-3
11%
4,112

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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37,050 brands scored - page 114 of 371

E

EVPro.AE

5/10
A

AI

5/10
F

Farmer's Union Oil Cenex :: Garrison ND Tires & Auto Repair Shop

5/10
C

Cenex TRF

5/10
J

Juan Francisco Kurucz

5/10
A

Aalbers Tool & Mold

5/10
F

Folierstier

5/10
F

Foline Auto - Car Repair & Maintenance | Belle Plaine, MN

5/10
G

GTA CARS

5/10
C

Cenla Custom

5/10
C

Centralized Lubrication Systems, Oil Lube Systems, Lube Oil Consoles Manufacturer

5/10
A

A All About RV's is a Mobile RV Mechanic in Lake Charles, LA 70615 FacebookGoogle My BusinessYelp

5/10
A

Aallon Auto

5/10
V

VanClark Insurance

5/10
A

Aalmadili

5/10
C

CENSCO, LLC.

5/10
A

Alpha Transmission Service and Repair

5/10
F

Folium, Inc.

5/10
J

Juanmi Taboada

5/10
I

itmad

5/10
J

John Auto Spare Parts

5/10
A

Aalto Engineers

5/10
F

Folkartkits

5/10
F

Folk

5/10
A

Auto Repair in Hartington, NE

5/10
A

Aalways Hookin

5/10
F

Folk Film Car & Garage

5/10
A

A'AMAL AL ARIF TRADING EST.

5/10
J

Juan's Tires

5/10
A

AAM Automotives

5/10
C

centennialrd.com - Informasi Game Online Indonesia

5/10
K

KME Locksmith Dubai

5/10
L

Lumiere Car Rental

5/10
P

Phoenix Valley AAMCO Centers | Transmission service and Repair, car care A black map pin with a hole in the middle on a white background.Three map pins with a circle in the middle on a white background.A black silhouette of a telephone on a white background.Financing OptionsGet Your Coupon.Financing OptionsA black map pin with a hole in the middle on a white background.Three map pins with a circle in the middle on a white background.

5/10
C

Center Ceramic Auto

5/10
A

AAMCO Buffalo, NY

5/10
A

AAMCO Boise & Nampa | Transmission Repair, Auto Repair, Total Car Care

5/10
A

AAMCO Transmissions & Total Car Care Car stick shiftAuto Care & RepairCoupons and OffersFinancing OptionsAAMCO's Rebuilt Transmission ServiceVehicle Courtesy Check & Diagnostics ServiceCheck Engine Light ServiceBrake Service and RepairAuto Air Conditioning System (A/C)Oil, Lube & Filter Change

5/10
A

AAMCO Transmissions and Total Car Care - Cheyenne, WY | Transmission Repair, Auto Repair, Total Car Care

5/10
A

AAMCO of Carson City

5/10
A

AAMCO Bountiful

5/10
A

AAMCO Durham, NC | Transmissions & Total Car Care Telephone handset icon.Black location pin icon.Telephone handset icon.Clock icon, indicating the time is 4:00.

5/10
A

AAMCO Hackensack, NJ

5/10
A

AAMCO Transmissions & Total Car Care Car stick shiftAuto Care & RepairCoupons and OffersFinancing OptionsAAMCO's Rebuilt Transmission ServiceVehicle Courtesy Check & Diagnostics ServiceCheck Engine Light ServiceBrake Service and RepairAuto Air Conditioning System (A/C)Oil, Lube & Filter Change

5/10
A

AAMCO of Jackson, MS

5/10
A

AAMCO Transmissions and Total Car Care - Laramie, WY | Transmission Repair, Auto Repair, Total Car Care

5/10
A

AAMCO North Logan

5/10
J

Juara Tekno

5/10
A

AAMCO Transmissions and Total Car Care - Louisville, KY | Transmission Repair, Auto Repair, Total Car Care

5/10
J

Juarez paint shop

5/10
A

AAMCO Minnesota

5/10
A

AAMCO

5/10
A

AAMCO Rogers, AR

5/10
A

AAMCO Sacramento - Expert Transmission Repair & Total Car Care

5/10
A

AAMCO Gilbert / SanTan, AZ | Transmissions & Total Car Care Telephone handset icon.Black location pin icon.Telephone handset icon.Clock icon, indicating the time is 4:00.

5/10
A

AAMCO

5/10
A

AAMCO Transmissions & Total Car Care Car stick shiftAuto Care & RepairCoupons and OffersFinancing OptionsAAMCO's Rebuilt Transmission ServiceVehicle Courtesy Check & Diagnostics ServiceCheck Engine Light ServiceBrake Service and RepairAuto Air Conditioning System (A/C)Oil, Lube & Filter Change

5/10
A

AAMCO Socal

5/10
A

AAMCO Mesa, AZ | Transmissions & Total Car Care Telephone handset icon.Black location pin icon.Outline of a telephone receiver.Clock icon at 4 o'clock.

5/10
A

Aamco Transmissions

5/10
A

AAMCO Transmissions & Total Car Care Car stick shiftAuto Care & RepairCoupons and OffersFinancing OptionsAAMCO's Rebuilt Transmission ServiceVehicle Courtesy Check & Diagnostics ServiceCheck Engine Light ServiceBrake Service and RepairAuto Air Conditioning System (A/C)Oil, Lube & Filter Change

5/10
A

AAMCO Transmissions & Total Car Care Car stick shiftAuto Care & RepairCoupons and OffersFinancing OptionsAAMCO's Rebuilt Transmission ServiceVehicle Courtesy Check & Diagnostics ServiceCheck Engine Light ServiceBrake Service and RepairAuto Air Conditioning System (A/C)Oil, Lube & Filter Change

5/10
A

AAMCO Vallejo, CA

5/10
A

AAMCO of Sterling Heights MI

5/10
A

AAMCO Waterford MI

5/10
C

Centerline International

5/10
C

Centerline Mechanical LLC

5/10
C

Centerline Frame & Auto

5/10
Z

Zhejiang Juba Mechanical & Electrical Co., Ltd.

5/10
M

Mobile Tyre Service — 24/7 Emergency Tyre Repair & Change Dubai

5/10
A

AAMI Motorsports

5/10
M

MSG Auto

5/10
C

Center State Automotive

5/10
N

Noor Al Rahala Transport LLC

5/10
H

Homepage

5/10
A

A&A MOTORSPORTS LLC in Mooresville, NC

5/10
H

Home

5/10
A

Aam Saman

5/10
J

jubotours

5/10
C

Centex Direct Wholesale

5/10
A

Auto Repair in Folsom, CA

5/10
A

All American Marine Engine Performance LLC

5/10
F

Folsom Werkstatt | Independent Mercedes Benz Repair

5/10
F

Folsom Tire Pros & Complete Automotive Service Center

5/10
A

AAMWORX

5/10
C

Cento Intelligent Resource Solutions

5/10
J

JUCY

5/10
C

Centracore

5/10
C

Central Auto Auction Home

5/10
A

aandaenterprise.com - Situs Judi Slot Online Server China Terbaik

5/10
J

Juifs d'Algérie, Histoire, Mémoire, Traditions, Culture

5/10
A

A & A IMPORTS OF TN

5/10
A

A and A Motor

5/10
A

Auto Repair & Tire Shop in Cleveland, MS

5/10
A

A & A Auto And Truck Parts Inc | Foreign Cars | Topeka, KS A black and white icon of a speech bubble on a white background.A black map pin with a hole in the middle on a white background.A black and white clock icon on a white background.CloseClose

5/10
C

Central Auto

5/10
N

New & used auto parts, body shop & rebuilds serving Thunder Bay & area

5/10
C

Central Auto

5/10
C

Central Auto Group

5/10
C

Central Asiana™

5/10
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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 4.7/10 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.

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