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AI Visibility Scorecard
Welcome to the Builder's Guide to the LND Galaxy!
dev.lightning.community · Technology
Somewhat visible. AI bots can read Welcome to the Builder's Guide to the LND Galaxy!, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#86,276 of 2,623,097 in Technology for AI visibility
6.5
/10
AEO Score
About Welcome to the Builder's Guide to the LND Galaxy!
from our crawl and measurement
Welcome to the Builder's Guide to the LND Galaxy! is a business whose own site puts it this way: "This repository is designed as a home for those looking to learn about the Lightning Network, use and build on LND, Lightning Terminal, Loop, Pool as well as those developing their own." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.5 out of 10, readable in places and missing in others.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
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
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
10
Inbound links from other sites.
Domain Trust
4
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
3
Forum and community discussion.
5
Reddit mentions and discussion.
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 6.5/10, Welcome to the Builder's Guide to the LND Galaxy! has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Welcome to the Builder's Guide to the LND Galaxy!
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/dev-lightning-community
Cite this score: Engagemii (2026). "AEO Score for Welcome to the Builder's Guide to the LND Galaxy!." Retrieved from https://engagemii.com/aeo/brands/dev-lightning-community
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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