▼ 0.9 since Jul 2026
#187,825 OF 790,187 IN FINANCE & INSURANCE
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AI Visibility Scorecard
David Sans - Finance, Investment & Biotech
davidsans.com · Finance & Insurance
Somewhat visible. AI bots can read David Sans - Finance, Investment & Biotech, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#187,825 of 790,187 in Finance & Insurance for AI visibility
5
AEO Visibility
iBorderline · 5.1/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About David Sans - Finance, Investment & Biotech
from our crawl and measurement
"David Sans is a healthcare, biotech and investment leader who currently serves as Healthcare Director at EF Hutton and serves in multiple boards at biotech companies and philanthropic." That is how David Sans introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebSite, LocalBusiness), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
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
Fair
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
Strong
Recognized in AI knowledge graphs.
News & Press
Weak
No press coverage found yet.
Community
Weak
No community discussion yet.
Social Mentions
Weak
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 5.1/10, David Sans - Finance, Investment & Biotech has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for David Sans - Finance, Investment & Biotech
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/davidsans
Cite this score: Engagemii (2026). "AEO Score for David Sans - Finance, Investment & Biotech." Retrieved from https://engagemii.com/aeo/brands/davidsans
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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