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.

320,318
Brands Scored
4.0/10
Industry Average
<1%
AI-Ready (8+)

Score Distribution - 320,318 Automotive Brands

AI-Ready8-10
<1%
85
Getting There6-7
7%
21,821
Needs Work4-5
62%
199,954
Not Discoverable0-3
31%
98,458

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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320,318 brands scored - page 128 of 3,204

S

Site

6.1/10
H

Home Heating Solutions Calgary | Western Heating and Gas Fitting A white background with a few lines on itA black and white drawing of a map with a pin on it.

6.1/10
A

Auto Glass Repair | Texas Star Automotive Services | Tyler, TX (972) 452

6.1/10
T

TSS Auto - Expert Auto Repair Mechanic in Richmond, BC Reviews Stars Rating Icon

6.1/10
D

Diminished Value Carolina - Vehicle Appraisal Experts, NC & SC

6.1/10
D

Distributore di motori e ricambi Lombardini - Varriale snc icona telefonoicona motoreicona motoreicona motoreicona motoreicona leadericona esperienzaicona efficienzaicona ricambiicona supportoicona qualità

6.1/10
C

Cash For Cars DeSoto

6.1/10
E

Expert Auto Repair in Hudsonville, MI | Rozema's Car Care Five black stars in a row, likely rating or ranking something.Car AC Repair Icon

6.1/10
N

New Ford and Used Car Dealer Serving Fairmont

6.1/10
A

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

6.1/10
A

Auto Repair Shop in Yonkers

6.1/10
A

Auto Repair in Marlton, NJ | Main Street Auto Reviews Stars Rating

6.1/10
A

Auto Mechanic Oceanside, CA | S & S Advanced Auto Repair A black and white icon of a speech bubble on a white background.CloseClose

6.1/10
S

Sarasota Auto Repair - Dave's Auto Repair wi

6.1/10
A

Albuquerque Auto Repair - Zia Automotive Phone Number Icon

6.1/10
R

RPM Marinas

6.1/10
A

Auto Repair in Springfield, IL | Law Automotive Review Star Rating

6.1/10
A

Auto Repair & Maintenance

6.1/10
F

Foreign Auto Services

6.1/10
A

Ascent Epoxy Tampa

6.1/10
A

Auto Maintenance & Repair | Hayden, ID | CDA Auto Care Black car being repaired with a wrench, gear, and tire.Black car being repaired with a wrench, gear, and tire.Black car being repaired with a wrench, gear, and tire.Wrench over a car, indicating auto repair or maintenance.Black and white document with a certificate badge featuring a check mark and ribbons.Car with a wrench above, representing car repair or maintenance.Black car with magnifying glass, likely for inspection or search.Badge icon with a check mark, indicating approval or quality.Black telephone icon with signal waves.Black envelope icon.Black location pin.Clock showing the time is 4:00.Credit card icon. Black rectangle with a white horizontal line and a small white rectangle.

6.1/10
R

Ram Transmissions

6.1/10
M

Mathias Marine Sport

6.1/10
K

Kia Dealership in Stamford, CT

6.1/10
L

LubeTown

6.1/10
E

Elite Detailing

6.1/10
L

Leading Edge Autosport

6.1/10
M

Matts Custom Golf Carts

6.1/10
A

Auto Tint Redlands, CA | Riverside, CA | The Tint Factory FREE Same

6.1/10
R

Rawlix.com: Online Shopping For Electronics In Pakistan

6.1/10
M

MAXmotive

6.1/10
H

Heavy-Duty Fleet Truck Repair | Lawrenceville, GA CloseClose

6.1/10
V

VIP Car Detailing Outerwest

6.1/10
F

Funkeefish

6.1/10
C

Colorado Bullhide

6.1/10
A

Auto Repair in Baltimore, MD | Moore Performance Star Rating Icon

6.1/10
L

Lock and Key Expert

6.1/10
J

Junk Car Buyers R Us

6.1/10
C

Coburn's Transmissions

6.1/10
T

Truck Camper & Vehicle Accessory Center

6.1/10
A

autotoolsmart.com

6.1/10
T

Towing Company Murfreesboro, TN | Smyrna, TN | E.A. Towing Black and white icon of a clock with the number 24 in the center, and a curved arrow around it.Three people with three stars above them, symbolizing a team's achievements.WhatsApp phone icon. Black phone receiver inside a speech bubble.Black location pin with a person icon and a checkmark.Black tow truck carrying a car.Black speech bubble with white "ES" indicating Spanish language.Three overlapping speech bubbles, symbolizing discussion or communication.Contact Us

6.1/10
A

Avon Locksmith Service 24/7

6.1/10
W

Window Tinting Florida

6.1/10
A

Auto Glass Services | Las Vegas, NV | Auto Glass Aces Two hands shaking with a clock above, indicating timely agreements.Black and white icon of a certificate with a badge and checkmark.Person icon with three stars above their head.Calculator with a stopwatch.Calendar icon with a cross mark, indicating cancellation or removal.Hand holding a coin with a dollar sign.Windshield wiper icon.Black car door icon.Three overlapping speech bubbles with ellipsis dots, indicating conversation or discussion.Contact Us

6.1/10
2

24/7 Lockout Services in Shirley, Patchogue, Yaphank, NY (631) 379

6.1/10
H

Heavy

6.1/10
C

Classic & Foreign Auto Repair

6.1/10
A

Auto Repair in Lebanon, IN | Scott's Garage Reviews Stars Rating

6.1/10
M

Metro Detroit Auto Repair Shop | McInerney Auto Review Star Icon

6.1/10
D

Dean’s Towing & Auto Service - Top Rated Towing Service - Ellensburg, Washington A black and white circle on a white background.A black and white icon of a man standing on an arrow.A tow truck is towing a car on a white background.An icon of a car and a wrench on a white background.A pair of black commas on a white background.A pair of black commas on a white background.A pair of black commas on a white background.

6.1/10
A

Auto Detailing & Ceramic Coating

6.1/10
P

Pre Owned & Used Luxury Cars For Sale

6.1/10
A

Automotive and Industrial Equipment in Angier, NC A black and white drawing of a wrench and screwdriver on a white background.A black and white drawing of a key on a white background.A clipboard with a check mark in a circle.quotesArtboard 1 copy 2Phone Icon

6.1/10
N

NY Cash for Junk Cars

6.1/10
M

Mobile Auto Detailing Frisco, TX - Next Gen Detail - Mobile Detailing Company A circle with a number "1" inside.A white background with a number 2 in a black circle in the top left corner.A circle with the number "3" inside.

6.1/10
R

Ramtel

6.1/10
A

Auto Repair in Princeton, MN | Elite Autocare of Princeton Reviews Stars Rating

6.1/10
B

Boat Storage Facility

6.1/10
A

AutoNation Toyota Buena Park

6.1/10
C

Commercial Garage Doors of Illinois

6.1/10
M

Mobile Locksmith Indianapolis

6.1/10
E

Elpaso Texas Lock Smith

6.1/10
A

Auto Repair Rockaway, NJ | Precision Auto Center Black heart shape.Black heart symbol.Black heart shape.Black heart shape.Black heart shape.Black heart shape.Black heart shape.Black heart shape.Three overlapping speech bubbles, each with three dots, representing conversation or dialogue.Contact Us

6.1/10
A

Auto Transmission Repair, Maintenance Services & Local Transmission Shop Appleton, Oshkosh, Menasha, Hortonville, Neenah WI & surrounding areas - Ray’s Transmissions Auto Center Black and white icon of a car being repaired with a wrench, gears, and a car lift.Black car icon next to a gear icon with a wrench, representing car repair.Gear shift pattern.Black and white icon of a motor oil container and gears.Diagram of a branching pathway. A central rectangle with two branches leading to circles.Black and white illustration of mechanical parts connected by a bar.Black car icon with "4" and antennas on the roof.A black truck with an open hood; a speech bubble shows an engine icon.Black and white award badge with a star in the middle.Black silhouette of a family: two adults embracing a child.Black shield icon with a checkmark inside, symbolizing security or protection.Tow truck towing a car.Black icon of a document with a dollar sign and a calculator.Black checkmark inside a black scalloped circle.Mechanic with a wrench and gear, indicating service or maintenance.Two black speech bubbles with a white question mark, indicating a question or inquiry.Calendar icon with checkmark, indicating an approved or completed date.

6.1/10
J

Jarrett Ford

6.1/10
M

Michigan Mobility

6.1/10
G

Garage Door Team

6.1/10
D

DFW Clear Bra

6.1/10
S

Salvage Yard | Poulsbo, WA | Yank-A-Part An orange car with the hood open is parked in a muddy area — Poulsbo, WA — Yank

6.1/10
D

Digital Ink'd

6.1/10
U

United States Industrial Supply LLC

6.1/10
S

Spear Motors Ltd

6.1/10
A

Auto Repairs| Northgate Auto Repair & Service LLC | Bend, OR Black SUV icon.Black and white icon of a car's exhaust pipe.Two meshing gear shafts, one above the other, illustrating mechanical gear interaction.Three overlapping speech bubbles with dots inside.Contact Us

6.1/10
I

Independent Rent A Car

6.1/10
N

New Chrysler, Dodge, Jeep, Ram & Used Car Dealer in Quakertown

6.1/10
G

GoodCar

6.1/10
1

1UPn Limos

6.1/10
T

Top Auto Repair Shop in Texarkana, TX | 3DD Automotive Reviews Stars Rating

6.1/10
6

616autorepair

6.1/10
8

800 Battery

6.1/10
H

Home in Rocky Mount, NC | A 1 Brightside Auto LLC Reviews Star Rating

6.1/10
A

ABC Express

6.1/10
A

Auto Repair in Grande Prairie, AB | Accu-Tech Auto Centre Review Star Rating

6.1/10
A

Auto Repair & Tire Services | Ameritech Tire and Auto Auto Repairauto Repair and tiresEngine diagnosticscooling system repairs

6.1/10
A

Alexandria Glass Co.

6.1/10
T

Towing Service Murfreesboro | All Around Towing & Recovery A tow truck with a car on the back of it.A black and white icon of a id card with a picture of a person on it.A black and white icon of a tire and a wrench.A hand is holding a coin with a dollar sign on it.A tow truck is towing a car free iconA black and white calculator icon on a white background.CloseClose

6.1/10
C

Car Paint Protection in Bluffton, SC

6.1/10
A

Apple Gate Door

6.1/10
A

Ansonia Locksmith Store 24/7

6.1/10
L

Locksmith in Charlotte

6.1/10
A

Auto Repair San Rafael - ATS Automotive Technology Services - The best auto repair and car repair shop in Marin County : San Rafael

6.1/10
A

Auto Shop in Placerville, CA | Automotive Excellence Reviews Star Rating Icon

6.1/10
R

Royal Expert Auto Service & Discount Tire Center

6.1/10
E

European Auto Repair Hudson, WI | Stillwater, MN Contact Us

6.1/10
A

Autos Mover

6.1/10
A

Atlanta Locksmith

6.1/10
C

Car Windshield Replacement Louisville, KY | AutoGlass Plus CloseClose

6.1/10
C

Car Battery Replacement in Doha Qatar, 24/7 Roadside Assistance, Batteryfly

6.1/10
H

Houston Auto Body & Collision 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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