AI Visibility Scorecard
Hated Moats
hatedmoats.com · Other
Borderline visible. AI bots can crawl Hated Moats, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
4
AEO Visibility
iNear-invisible · 3.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Hated Moats
from our crawl and measurement
"Hated Moats offers accurate, evidence-driven breakdowns and deep stock analysis about great businesses temporarily out of market's favor." That is how Hated Moats introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.7 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Fair
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 3.7/10, Hated Moats is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Who is Behind the Moat?
We are a team of two private investors and psychiatrists. This combination allows us to view the market not just as a financial machine, but as a psychological one. While Wall Street obsesses over the next quarter's earnings, we obsess over the behavioral inefficiencies that cause investors to dump great companies at the wrong time. We built Hated Moats to share our own research notes. We don't sell courses.
Is this your brand?
The exact fixes for Hated Moats
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 Hated Moats.
Source & Attribution
Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hatedmoats
Cite this score: Engagemii (2026). "AEO Score for Hated Moats." Retrieved from https://engagemii.com/aeo/brands/hatedmoats
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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