AI Visibility Scorecard
Vyshyvka Studio
narrative-security.com · Technology
Borderline visible. AI bots can crawl Vyshyvka Studio, 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
#1,806,218 of 2,705,580 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4.1/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Vyshyvka Studio
from our crawl and measurement
Vyshyvka Studio is a business whose own site puts it this way: "Explore a self-directed AI/ML security engineering portfolio project that models user behavior as event sequences for insider-risk investigations." When AI engines look at it, they find little to work with. It scores 4.1 out of 10.
Our crawl found structured data on the page (Organization, WebSite, SoftwareApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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 4.1/10, Vyshyvka Studio is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What happens when controls see changes, but not behavior?
According to the SEC, unauthorized changes to fourteen Two Sigma investment models contributed to approximately $165 million in client harm. The activity continued for 21 months; a later SEC complaint alleges that an anonymous compensation post prompted the investigation.“The individual changes were subtle.
Is this your brand?
The exact fixes for Vyshyvka Studio
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 Vyshyvka Studio.
Source & Attribution
Scored by Engagemii on August 29, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/narrative-security
Cite this score: Engagemii (2026). "AEO Score for Vyshyvka Studio." Retrieved from https://engagemii.com/aeo/brands/narrative-security
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform