AI Visibility Scorecard
Mental Logs Outdone
mentallogs.com · E-commerce
Borderline visible. AI bots can crawl Mental Logs Outdone, 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
#538,754 of 738,442 in E-commerce for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
55
Muse Index Score
iAI agent readiness
Transactable · 55/100
0
AI Adoption
iNone detected · 0/100
About Mental Logs Outdone
from our crawl and measurement
Mental Logs Outdone is a business whose own site puts it this way: "BULLETPROOF..no one has EVER even gotten close to a method….Brian’s routining sets this apart form all other versions., Jeff McBride Mental Logs Outdone Brian has breathed life into this." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.8 out of 10.
Our crawl found structured data on the page (Product) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 3.8/10, Mental Logs Outdone is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Mental Logs Outdone
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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 21, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mentallogs
Cite this score: Engagemii (2026). "AEO Score for Mental Logs Outdone." Retrieved from https://engagemii.com/aeo/brands/mentallogs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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