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AI Visibility Scorecard
KnowiMCD - DTC
knowimcd.com · Healthcare
Borderline visible. AI bots can crawl KnowiMCD - DTC, 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
#483,627 of 816,935 in Healthcare for AI visibility
4.4
/10
AEO Score
About KnowiMCD - DTC
from our crawl and measurement
KnowiMCD describes itself simply: "An Idiopathic multicentric Castleman disease (iMCD) diagnosis and treatment could help change your life. Change your path. Learn the signs of iMCD." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.4 out of 10.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a sitemap. It is missing an llms.txt file and a heading structure that lays out what it offers.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
3
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
5
Inbound links from other sites.
Domain Trust
1
Established authority for your domain.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.4/10, KnowiMCD - DTC is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for KnowiMCD - DTC
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Trust Is the Product. AI Is How You Build It at Scale.
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for KnowiMCD - DTC.
Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/knowimcd
Cite this score: Engagemii (2026). "AEO Score for KnowiMCD - DTC." Retrieved from https://engagemii.com/aeo/brands/knowimcd
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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