AI Visibility Scorecard
halfchangedworld.com · Education
At 2.12/10, Half Changed World 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
<1
2.12
-
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 →0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
Education average 13
See what's behind this score →0
from our crawl and measurement
Half Changed World is one of the businesses we track in the Education space. When AI engines look at it, they find little to work with. It scores 2.12 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 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
Good
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 2.12/10, Half Changed World is near-invisible to AI engines today. That is fixable, and the signals above are where to start.
what’s the story behind declining male employment?
July 8th, 2012 in which I test whether anyone is still getting notified when I update this blog…. Matt Yglesias has a graph up showing the trends in the employment-population ratio for men and women over the past 50 years. He observes “One striking thing that pops out is that the labor market for men never recovers from recessions.
so, what do we do?
March 29th, 2011 Someone responded to my angry post from yesterday, asking what do we do to fight back. Here are some answers — I’d love to hear yours. 1) Write the President. He’s not taking this on the way many of us who worked to elect him think he should.
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/halfchangedworld
Cite this score: Engagemii (2026). "AEO Score for Half Changed World." Retrieved from https://engagemii.com/aeo/brands/halfchangedworld
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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