AI Visibility Scorecard
Half Changed World
halfchangedworld.com · Education
Borderline visible. AI bots can crawl Half Changed World, 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
#772,956 of 937,045 in Education for AI visibility
4
AEO Visibility
iNear-invisible · 3.7/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Half Changed World
from our crawl and measurement
Half Changed World describes itself simply: "Half Changed World dc mom/policy wonk's musings on work, parenthood, gender, politics, and the rest of life NOTE: This is an archived site for the Blog I kept, 2004-2012." When AI engines look at it, they find little to work with. It scores 3.7 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.
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
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 3.7/10, Half Changed World is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
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.
Is this your brand?
The exact fixes for Half Changed World
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Half Changed World.
Source & Attribution
Scored by Engagemii on September 29, 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.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform