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AI Visibility Scorecard
The Lobular Breast Cancer Alliance
lobularbreastcancer.org · non-profit organization management
Somewhat visible. AI bots can read The Lobular Breast Cancer Alliance, but it is missing the structured signals that push citation rate above competitors.
Monitoring for AI engine activity
In the Engagemii AEO index
#2,499 of 361,786 in Nonprofits for AI visibility
6.7
/10
AEO Score
About The Lobular Breast Cancer Alliance
from lobularbreastcancer.org
The Lobular Breast Cancer Alliance is the go-to source for current invasive lobular carcinoma information, research, and clinical trials.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
8
Clear headings and answer-style content.
Entity Clarity
6
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
6
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
9
Inbound links from other sites.
Domain Trust
3
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
1
Press and news coverage.
Community
0
No community discussion yet.
1
Reddit mentions and discussion.
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 6.7/10, The Lobular Breast Cancer Alliance has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for The Lobular Breast Cancer Alliance
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Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on July 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lobularbreastcancer-org
Cite this score: Engagemii (2026). "AEO Score for The Lobular Breast Cancer Alliance." Retrieved from https://engagemii.com/aeo/brands/lobularbreastcancer-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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