#1,886,948 OF 2,702,035 IN TECHNOLOGY
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AI Visibility Scorecard
kozubek.dev
kozubek.dev · Technology
Borderline visible. AI bots can crawl kozubek.dev, 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
#1,886,948 of 2,702,035 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.8/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About kozubek.dev
from our crawl and measurement
kozubek.dev is a business whose own site puts it this way: "You can find them in the Awesome section on this website as well." When AI engines look at it, they find little to work with. It scores 3.8 out of 10.
Our crawl found structured data on the page (WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
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
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
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, kozubek.dev is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How do I share my bookmarks on the web?
Whenever I read something valuable around software engineering I save it in categorized browser bookmarks. You can find them in the Awesome section on this website as well. In this article I described how they are kept in sync. Find the repo hereRead more tools node javascript git Nov 15, 2020
How to keep programming related notes?
Inspired by “The Pragmatic Programmer” book and “sharpening the saw” idea, I will write some posts on tools I use every day to be a more efficient developer. Lepton gist client is a way to keep your notes organized.Read more tools Mar 11, 2019
How to fix an npm package?
It might happen that an npm package you want to use has some bugs.
Is this your brand?
The exact fixes for kozubek.dev
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 kozubek.dev.
Source & Attribution
Scored by Engagemii on September 17, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/kozubek-dev
Cite this score: Engagemii (2026). "AEO Score for kozubek.dev." Retrieved from https://engagemii.com/aeo/brands/kozubek-dev
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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