AI Visibility Scorecard
Kirsten Johnsen
pathunfurled.com · Technology
Borderline visible. AI bots can crawl Kirsten Johnsen, 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
#1,865,021 of 2,706,566 in Technology for AI visibility
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Kirsten Johnsen
from our crawl and measurement
Kirsten Johnsen describes itself simply: "Portfolio of Kirsten Johnsen, featuring instructional design documents, storyboards, and eLearning modules built with a Computer Science and Agile Project Management background." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Under the hood there is a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file, a sitemap.
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
Fair
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 4/10, Kirsten Johnsen is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Why Work With Me?
Systems-Driven Logic With a foundation in Computer Science, I design learning programs like architectures, focusing on structured, logically coherent, scalable, and learner-centered delivery. Agile Operations My years in technical project management and software delivery ensure projects finish on time, within scope, and aligned with stakeholder business metrics and strategy.
Is this your brand?
The exact fixes for Kirsten Johnsen
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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pathunfurled
Cite this score: Engagemii (2026). "AEO Score for Kirsten Johnsen." Retrieved from https://engagemii.com/aeo/brands/pathunfurled
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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