AI Visibility Scorecard
LightNode
www.lightnode.com · Technology
Somewhat visible. AI bots can read LightNode, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 10 times
ChatGPT · Meta AI · Claude · ShapBot
#154,695 of 2,707,329 in Technology for AI visibility
90
AI Naming Predictability
iAI names companies like this · 90/100
6
AEO Visibility
iVisible · 6/10
85
Muse Index Score
iAI agent readiness
Transactable · 85/100
0
AI Adoption
iNone detected · 0/100
About LightNode
from our crawl and measurement
"LightNode provides high-performance NVMe SSD KVM cloud servers (VPS) across 40+ global locations, with hourly and monthly billing and deployment in about a minute." That is how LightNode of Kowloon introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.0 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (Organization, WebSite, Service), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 6/10, LightNode has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for LightNode
Which AI engines already crawl you
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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 LightNode.
Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-lightnode
Cite this score: Engagemii (2026). "AEO Score for LightNode." Retrieved from https://engagemii.com/aeo/brands/www-lightnode
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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