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AI Visibility Scorecard

LV Liberty Vision Corporation

LV Liberty Vision Corporation

Unclaimed

xsight.com · Healthcare

Borderline visible. AI bots can crawl LV Liberty Vision Corporation, but the structured-data signals are thin - you are at real risk of being skipped when buyers ask ChatGPT, Claude, or Perplexity for a recommendation.

Monitoring for AI engine activity

In the Engagemii AEO index

#392,222 of 738,207 in Healthcare for AI visibility

4.7

/10

AEO Score

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About LV Liberty Vision Corporation

from our crawl and measurement

Liberty Vision, based in Portsmouth, NH, describes itself simply: "Liberty Vision develops the LV Y-90 Disc and iWand applicator system for episcleral brachytherapy of ocular tumors and benign growths." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.

Under the hood there is structured data on the page (Organization) and a readable heading structure, but the score is capped by what is missing: an llms.txt file, a sitemap.

Industry · Healthcare
Last scored · Aug 9, 2026

The 6 signals AI reads

Higher is better · 0-10

Structured Data

6

Organization / LocalBusiness JSON-LD that AI can read.

Content Structure

8

Clear headings and answer-style content.

Entity Clarity

10

How clearly your brand identity reads to AI.

E-E-A-T Signals

Experience, Expertise, Authority, Trust

4

Experience, Expertise, Authority, Trust markers.

Technical AEO

6

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

AI Discoverability

9

Sitemaps and entity links AI can follow.

Off-page authority

How the web signals your brand to AI

Backlinks

1

Inbound links from other sites.

Domain Trust

0

Little domain authority yet.

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 4.7/10, LV Liberty Vision Corporation is crawlable but under-signaled - fixable, and the signals above are where to start.

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The exact fixes for LV Liberty Vision Corporation

Which AI engines already crawl you

Weekly ChatGPT & Claude citation tracking

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Picked for LV Liberty Vision Corporation: Health & Wellness

Trust Is the Product. AI Is How You Build It at Scale.

In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.

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Source & Attribution

Scored by Engagemii on August 9, 2026. Methodology: engagemii.com/aeo/methodology

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

Cite this score: Engagemii (2026). "AEO Score for LV Liberty Vision Corporation." Retrieved from https://engagemii.com/aeo/brands/xsight

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

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