AI Visibility Scorecard
MoatDesk — Moats you can see. Circles you can build.
moatdesk.com · Technology
Borderline visible. AI bots can crawl MoatDesk — Moats you can see. Circles you can build., 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 1 times
Claude
#1,865,731 of 2,707,444 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
8
AI Adoption
iBasic · 8/100
About MoatDesk — Moats you can see. Circles you can build.
from our crawl and measurement
MoatDesk Moats you can see. Circles you can build. is a business whose own site puts it this way: "A programmable value-investing system for crypto infrastructure. Track BTC / CRCL / COIN / MSTR with moat analysis, AI monthly briefings, and value-investor frameworks." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 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.
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
Fair
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
Good
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 4/10, MoatDesk — Moats you can see. Circles you can build. is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is MoatDesk?
A value-investor's research desk for the crypto era. Track 4 anchor assets through Warren Buffett-style frameworks, automated data, and AI analysis — without the noise.Master frameworks, programmedBuffett, Munger, Li Lu, Howard Marks — turn their thinking into a daily research routine, backed by a curated library of their writings and talks.Automated company dataSEC EDGAR, FMP, CoinGecko — updated daily.
Is this your brand?
The exact fixes for MoatDesk — Moats you can see. Circles you can build.
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.
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Source & Attribution
Scored by Engagemii on August 7, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/moatdesk
Cite this score: Engagemii (2026). "AEO Score for MoatDesk — Moats you can see. Circles you can build.." Retrieved from https://engagemii.com/aeo/brands/moatdesk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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