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AI Visibility Scorecard
Breast Book
wellstrongcourage.com · Healthcare
Borderline visible. AI bots can crawl Breast Book, 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
#613,376 of 839,071 in Healthcare for AI visibility
4
/10
AEO Score
About Breast Book
from our crawl and measurement
"It's Not (Just) About the Breast book. Author Petrina Burnett. BRCA1. Genetic Cancer. Young Woman and Breast Cancer. Ovarian Cancer Risk. Infertility. Breast Surgery. Breast...." That is how Breast Book introduces itself. When AI engines look at it, they find little to work with. It scores 3.7 out of 10.
The site gets some of it right: it has structured data on the page (WebSite), an llms.txt file for AI models, a sitemap. What holds it back is what is absent, including a heading structure that lays out what it offers.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
5
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4/10, Breast Book is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Breast Book
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/wellstrongcourage
Cite this score: Engagemii (2026). "AEO Score for Breast Book." Retrieved from https://engagemii.com/aeo/brands/wellstrongcourage
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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