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AI Visibility Scorecard
learnwtf.com · Finance & Insurance
Borderline visible. AI bots can crawl Learn WTF Academy, 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
#602,513 of 875,094 in Finance & Insurance for AI visibility
3.9
/10
AEO Score
from our crawl and measurement
"Back Home Blog Courses PODCAST Shop Contact Home Blog Courses PODCAST Shop Contact Home Learn WTF with Katrina Keller, CPA, CFF, CFE, MST Phd*in progress View Courses & Tools...." That is how Learn WTF Academy introduces itself. When AI engines look at it, they find little to work with. It scores 3.9 out of 10.
The site gets some of it right: it has structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap, a readable heading structure. What holds it back is what is absent, including an llms.txt file.
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
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
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 3.9/10, Learn WTF Academy is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Learn WTF Academy
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 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/learnwtf
Cite this score: Engagemii (2026). "AEO Score for Learn WTF Academy." Retrieved from https://engagemii.com/aeo/brands/learnwtf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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