AI Visibility Scorecard
estrogendiaries.com · Media & Entertainment
Borderline visible. AI bots can crawl Estrogen Diaries, a YouTube Channel for Women Facing Breast Cancer, 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
#1,563,024 of 1,965,648 in Media & Entertainment for AI visibility
4
AEO Visibility
iNear-invisible · 3.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Estrogen Diaries, a YouTube Channel for Women Facing Breast Cancer is a business whose own site puts it this way: "I'm Kathleen Moss. I'm here to share the ups and downs as I recover from Breast Cancer and evolve into a powerful advocate, at home in her new body." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.6 out of 10.
Our crawl found a sitemap. It is missing structured data describing the business, an llms.txt file and a heading structure that lays out what it offers.
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Fair
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
Good
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
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.
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 3.6/10, Estrogen Diaries, a YouTube Channel for Women Facing Breast Cancer is crawlable but under-signaled - fixable, and the signals above are where to start.
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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 September 28, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/estrogendiaries
Cite this score: Engagemii (2026). "AEO Score for Estrogen Diaries, a YouTube Channel for Women Facing Breast Cancer." Retrieved from https://engagemii.com/aeo/brands/estrogendiaries
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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