#436,029 OF 902,289 IN HEALTHCARE
SCORE HISTORY BEGINS 2026-07-09
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AI Visibility Scorecard
Navigating a Complex Blood Cancer
mappingmf.com · Healthcare
Borderline visible. AI bots can crawl Navigating a Complex Blood 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.
AI engines read this profile 1 times
Claude
#436,029 of 902,289 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 4.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Navigating a Complex Blood Cancer
from our crawl and measurement
Navigating a Complex Blood Cancer is a business whose own site puts it this way: "Learn more about myelofibrosis (MF), a rare blood cancer. Each person experiences MF differently, requiring a road map to help those impacted by MF and their loved ones." When AI engines look at it, they find little to work with. It scores 4.5 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
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
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
7
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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
2
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 4.7/10, Navigating a Complex Blood Cancer is crawlable but under-signaled - fixable, and the signals above are where to start.
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The exact fixes for Navigating a Complex Blood Cancer
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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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mappingmf
Cite this score: Engagemii (2026). "AEO Score for Navigating a Complex Blood Cancer." Retrieved from https://engagemii.com/aeo/brands/mappingmf
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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