AI Visibility Scorecard
vkeyser.com · Healthcare
At 2.5/10, Vadim Keyser is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
AI engines read this profile 6 times
Meta AI · Claude · ShapBot
#239,022 of 923,943 in Healthcare for AI visibility
0
AI Naming Predictability
iRarely named · 0/100
More likely to be named than 27% of Healthcare companies
3
AEO Visibility
iNear-invisible · 2.5/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
2
AI Adoption
iBasic · 2/100
from our crawl and measurement
Vadim Keyser describes itself simply: "My goal is to create philosophical frameworks for ethical data practices in AI, biotechnology, and medicine." As far as answer engines are concerned it may as well not exist yet: 2.5 out of 10.
Under the hood there is structured data on the page (WebSite, LocalBusiness) and a sitemap and a readable heading structure, but the score is capped by what is missing: an llms.txt file.
Our monitoring has logged one AI crawler visit here: the engines come, the question is what they find.
Strong · Good · Fair · Weak
Structured Data
Fair
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Good
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Weak
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Weak
Not in AI knowledge graphs yet.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
No social discussion found yet.
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 2.5/10, Vadim Keyser is crawlable but under-signaled - fixable, and the signals above are where to start.
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ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vkeyser
Cite this score: Engagemii (2026). "AEO Score for Vadim Keyser." Retrieved from https://engagemii.com/aeo/brands/vkeyser
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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