AI Visibility Scorecard
learningtoloop.com · Education
At 1.55/10, Learning To Loop is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, Entity Clarity and E-E-A-T Signals. That is fixable, and the signals below show where to start.
AI engines read this profile 3 times
Claude · Meta AI
Top 50% in Education for AI visibility
3
1.55
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →5
0
from our crawl and measurement
Learning To Loop describes itself simply: "Hear from founders and Stanford affiliates Nick and Asena McKeown." When AI engines look at it, they find little to work with. It scores 1.55 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have read this profile 3 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
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
Weak
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
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 1.55/10, Learning To Loop is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
it=0: What is Learning to Loop?
published on December 05, 2019 In our zero-th iteration, we'll discuss why we started this podcast, and how we plan to share the joy of computer science education with our loopers. You can find us on major podcast streaming platforms or listen using the web player below. Read More... Nathan • Karan © Learning To Loop 2019
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on November 9, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/learningtoloop
Cite this score: Engagemii (2026). "AEO Score for Learning To Loop." Retrieved from https://engagemii.com/aeo/brands/learningtoloop
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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