AI Visibility Scorecard
4248's Notebook
notebook.0x4248.dev · Technology
Borderline visible. AI bots can crawl 4248's Notebook, 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 8 times
Meta AI · Claude · Apple Intelligence
#1,460,951 of 2,707,327 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About 4248's Notebook
from our crawl and measurement
4248's Notebook is a business whose own site puts it this way: "Welcome to my Obsidian Vault What is this site? This site contains all my notes, tutorials, and other stuff that I find interesting." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
The site is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 4 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Weak
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
Weak
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Fair
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 4.6/10, 4248's Notebook is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is this site?
This site contains all my notes, tutorials, and other stuff that I find interesting. Think of this place as a mega wiki of all the things I find interesting and currently learning/researching. In short this is my digital garden or vault. This vault is a collection of my notes, ideas, and resources that I have gathered over the years. It is a place where I can store my thoughts and ideas, and share them with others.
Is this your brand?
The exact fixes for 4248's Notebook
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/notebook-0x4248-dev
Cite this score: Engagemii (2026). "AEO Score for 4248's Notebook." Retrieved from https://engagemii.com/aeo/brands/notebook-0x4248-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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