AI Visibility Scorecard
aimicrolibrary.com · Education
Borderline visible. AI bots can crawl AI Microlibrary, 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
#827,604 of 937,736 in Education for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Education average 14
Top 71% of Education
See what's behind this score →3.5
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Education average 13
See what's behind this score →4
from our crawl and measurement
AI Microlibrary is a business whose own site puts it this way: "Access a private AI library with mini-books, tutorials and prompt packs for just $1.99/month. Delivered through a private Google Drive folder, updated every week." When AI engines look at it, they find little to work with. 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.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
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
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 3.5/10, AI Microlibrary is crawlable but under-signaled - fixable, and the signals above are where to start.
What are you actually getting?
You’re getting a subscription to a private Google Drive folder that contains a growing collection of AI learning material: mini-books, tutorials and prompt packs all in one place.
What exactly am I buying for $1.99/month?
You’re buying a subscription to a private AI learning library. Practically, this is a private Google Drive folder that contains AI mini-books (PDFs), tutorials and prompt packs. As long as your subscription is active, you have access to all current and future content inside that folder.
How often do you add new content?
We aim to add new content every week – this can be a new mini-book, a tutorial, a prompt pack or an update to existing material. All new content is added directly to the same Google Drive folder, so you don’t have to search in many places.
Can I cancel my subscription?
Yes. You can cancel your subscription yourself from your PayPal account at any time. When you cancel, you won’t be charged again. Your access will remain active until the end of the period you already paid for.
Do I need to be good at coding or math?
No. The library is designed for normal people – students, employees, freelancers, beginners. You don’t need to be an expert. Some lessons talk about coding or technical things, but we explain them in simple language and you can skip anything you don’t need. © AI Microlibrary. All rights reserved. Contact Terms Privacy
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When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/aimicrolibrary
Cite this score: Engagemii (2026). "AEO Score for AI Microlibrary." Retrieved from https://engagemii.com/aeo/brands/aimicrolibrary
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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