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AI Visibility Scorecard

Lone Star Racing ATV & UTV

Lone Star Racing ATV & UTV

Unclaimed

lsracing.com · Sports & Recreation

Somewhat visible. AI bots can read Lone Star Racing ATV & UTV, but it is missing the structured signals that push citation rate above competitors.

AI engines read this profile 1 times

Meta AI

#8,235 of 224,300 in Sports & Recreation for AI visibility

6.2

/10

AEO Score

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About Lone Star Racing ATV & UTV

from our crawl and measurement

Lone Star Racing ATV & UTV is a Mesa, AZ business whose own site puts it this way: "We are extremely excited to introduce our all-new High Clearance Yamaha YFZ450R XC A-arms! We took every recommendation from our top racers as well as any complaints we've received from." Its AI visibility score is 6.2 out of 10: the engines can find it, but they do not have much to hold on to.

Our crawl found structured data on the page (Product), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.

AI crawlers have visited once in our tracking, including Meta AI.

Industry · Sports & Recreation
Last scored · Aug 2, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

4

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

4

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

1

Experience, Expertise, Authority, Trust markers.

Technical AEO

10

robots.txt, llms.txt, and AI-bot crawl access.

AI Discoverability

8

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

9

Inbound links from other sites.

Domain Trust

3

Established authority for your domain.

Entity Presence

0

Not in AI knowledge graphs yet.

News Mentions

0

No press coverage found yet.

Community

0

No community discussion yet.

Reddit

0

No Reddit mentions found yet.

What this score means

Your AEO score measures whether AI search engines - ChatGPT, Claude, Perplexity, Gemini - can actually read your site and cite it in answers. Roughly two-thirds of sites are invisible to them. At 6.2/10, Lone Star Racing ATV & UTV has a working base to build on - fixable, and the signals above are where to start.

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The exact fixes for Lone Star Racing ATV & UTV

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Weekly ChatGPT & Claude citation tracking

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Picked for Lone Star Racing ATV & UTV: Sports & Outdoors

Athletes Know What They Want. They Just Can't Find a Brand That Listens.

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Source & Attribution

Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology

Source URL: https://engagemii.com/aeo/brands/lsracing

Cite this score: Engagemii (2026). "AEO Score for Lone Star Racing ATV & UTV." Retrieved from https://engagemii.com/aeo/brands/lsracing

Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.

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