AI Visibility Scorecard
Light Vision LLC
lightvisionllc.com · Technology
Borderline visible. AI bots can crawl Light Vision LLC, 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.
AI engines read this profile 6 times
Claude · Meta AI · ShapBot
#1,922,132 of 2,707,521 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Light Vision LLC
from our crawl and measurement
Light Vision LLC is a business whose own site puts it this way: "EDDM stands for Every Door Direct Mail, and it is a mailing program developed by the USPS designed to help businesses reach every address in a specific area without the need for a mailing." When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion 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 3.9/10, Light Vision LLC is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
what is eddm?
EDDM stands for Every Door Direct Mail, and it is a mailing program developed by the USPS designed to help businesses reach every address in a specific area without the need for a mailing list. EDDM allows you to distribute promotional materials, flyers, menus, or other direct mailer types to a targeted audience by selecting specific ZIP codes or carrier routes.
Is this your brand?
The exact fixes for Light Vision LLC
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
The search landscape has fundamentally shifted. While Google still dominates, millions of users now ask questions to ChatGPT, Gemini, and Claude instead of typing into a search bar.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Light Vision LLC.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lightvisionllc
Cite this score: Engagemii (2026). "AEO Score for Light Vision LLC." Retrieved from https://engagemii.com/aeo/brands/lightvisionllc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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