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AI Visibility Scorecard
CFD Research
cfdrc.com · Technology
Somewhat visible. AI bots can read CFD Research, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 2 times
Claude · Apple Intelligence
#349,885 of 2,623,574 in Technology for AI visibility
5.7
/10
AEO Score
About CFD Research
from our crawl and measurement
CFD Research, based in Huntsville, AL, describes itself simply: "<p>Join us from August 3-6, 2026 at the Military Health System Research Symposium (MHSRS), the Department of War’s premier scientific meeting focused on addressing the unique medical needs." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.7 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
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
7
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
4
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
10
Inbound links from other sites.
Domain Trust
3
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 5.7/10, CFD Research has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for CFD Research
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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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/cfdrc
Cite this score: Engagemii (2026). "AEO Score for CFD Research." Retrieved from https://engagemii.com/aeo/brands/cfdrc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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