AI Visibility Scorecard
Jaroslav Pantsjoha
jpantsjoha.com · Media & Entertainment
Borderline visible. AI bots can crawl Jaroslav Pantsjoha, 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
#944,338 of 1,966,579 in Media & Entertainment for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Jaroslav Pantsjoha
from our crawl and measurement
Jaroslav Pantsjoha Technical Director, Architect, Author is a London business whose own site puts it this way: "Jaroslav Pantsjoha is an enterprise architect and technical advisor. He designs cloud and agentic AI platforms for large organisations and advises the executives backing them." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.6 out of 10.
Our crawl found structured data on the page (Person, WebSite), an llms.txt file for AI models and a sitemap. It is missing a heading structure that lays out what it offers.
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
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
Strong
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 4.6/10, Jaroslav Pantsjoha is crawlable but under-signaled - fixable, and the signals above are where to start.
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/jpantsjoha
Cite this score: Engagemii (2026). "AEO Score for Jaroslav Pantsjoha." Retrieved from https://engagemii.com/aeo/brands/jpantsjoha
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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