AI Visibility Scorecard
The Mental Stack
thementalstack.com · Other
Borderline visible. AI bots can crawl The Mental Stack, 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
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About The Mental Stack
from our crawl and measurement
The Mental Stack describes itself simply: "Frameworks for thinking clearly when you're already carrying too much. Not productivity, not therapy, what's left when both have failed you." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.5 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
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.5/10, The Mental Stack is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What Is a Mental Stack?
The set of philosophies and tools that enable you to continue. It's different for every person, but serves the same function: coping with the vagaries and requirements of operating in the modern world. While we may think we're living in unprecedented times, we can look back at history to see how people have always responded under stress. I fall back on Stoic philosophy.
Is this your brand?
The exact fixes for The Mental Stack
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.
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Source & Attribution
Scored by Engagemii on August 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thementalstack
Cite this score: Engagemii (2026). "AEO Score for The Mental Stack." Retrieved from https://engagemii.com/aeo/brands/thementalstack
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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