AI Visibility Scorecard
Learn how to egghead like a pro.
howtoegghead.com · Education
Borderline visible. AI bots can crawl Learn how to egghead like a pro., 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 8 times
Claude · Meta AI · Apple Intelligence
#637,573 of 937,446 in Education for AI visibility
2
AI Naming Predictability
iRarely named · 2/100
More likely to be named than 89% of Education companies
3
AEO Visibility
iNear-invisible · 3.2/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Learn how to egghead like a pro.
from our crawl and measurement
"Welcome 👋 This site explains egghead.io for folks that use it. 👩🏼🏫 Instructor Guide For somebody that is (or will be) teaching on egghead." That is how Learn how to egghead like a pro. introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.2 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
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
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
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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 3.2/10, Learn how to egghead like a pro. is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is egghead?
egghead.io is a community where web developers learn from each other through short lessons and workshops teaching the tools of our trade.Our instructors hail from every continent but Antarctica.
Is this your brand?
The exact fixes for Learn how to egghead like a pro.
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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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 Learn how to egghead like a pro..
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/howtoegghead
Cite this score: Engagemii (2026). "AEO Score for Learn how to egghead like a pro.." Retrieved from https://engagemii.com/aeo/brands/howtoegghead
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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