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AI Visibility Scorecard
eskinasy.com · Technology
Borderline visible. AI bots can crawl Eskinasy Notes | Pat Eskinasy Writings, 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
#1,675,101 of 2,641,590 in Technology for AI visibility
4.3
/10
AEO Score
from our crawl and measurement
Eskinasy Notes is a business whose own site puts it this way: "A few of my favourite things. Decentralized, Distributed and Federated systems Open Source Software Digital Privacy Artificial Intelligence Product Development Software Develo." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
On its own pages the site does well on crawler access and the files AI engines look for. It is passable on some structured data, a workable page structure, a partly stated business identity and partial sitemap and link coverage. What holds it back is credibility markers like credentials or reviews.
Off the page there is only faint evidence that the domain is only lightly established and there is little discussion of it. Beyond that, almost no other sites link to it, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on and it does not come up on Reddit. None of that can be fixed on the page: it has to be earned.
The site links to no social profiles, so there is nothing tying the brand to a wider presence.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
5
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
2
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
6
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
1
Forum and community discussion.
Social Mentions
0
No social discussion found yet.
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 4.3/10, Eskinasy Notes | Pat Eskinasy Writings is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Eskinasy Notes | Pat Eskinasy Writings
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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Scored by Engagemii on August 26, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/eskinasy
Cite this score: Engagemii (2026). "AEO Score for Eskinasy Notes | Pat Eskinasy Writings." Retrieved from https://engagemii.com/aeo/brands/eskinasy
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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