AI Visibility Scorecard
Humanity Ledger
humanidfi.com · Technology
At 2.30/10, Humanity Ledger is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are E-E-A-T Signals, Backlinks and Domain Authority. That is fixable, and the signals below show where to start.
AI engines read this profile 1 times
Claude
Top 25% in Technology for AI visibility
15
AI Naming Predictability
iRarely named · 15/100
Technology average 28
Top 64% of Technology
See what's behind this score →2.30
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →60
Muse Index Score
iAI agent readiness
Transactable · 60/100
Technology average 17
See what's behind this score →0
About Humanity Ledger
from our crawl and measurement
"Stefan Antonio Cirisanu is the sole founder, creator, and owner of Humanity Ledger, a privacy-first sovereign identity and encrypted communications protocol built on the Aztec Network." That is how Humanity Ledger introduces itself. When AI engines look at it, they find little to work with. It scores 2.30 out of 10.
Our crawl found structured data on the page (Person, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have read this profile once in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Humanity Ledger
- Website ·
- humanidfi.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Good
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
Strong
Sitemaps and entity links AI can follow.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.30/10, Humanity Ledger is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
Frequently Asked Questions
What is Ledger Chat?
Ledger Chat is a private messaging app built from the ground up to keep your conversations between you and the people you choose. Nothing more.Private by default.Every message you send is locked on your device before it travels anywhere. Only the person you are writing to holds the key to read it.
Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Source & Attribution
Scored by Engagemii on November 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/humanidfi
Cite this score: Engagemii (2026). "AEO Score for Humanity Ledger." Retrieved from https://engagemii.com/aeo/brands/humanidfi
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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