AI Visibility Scorecard
Xontogeny
xontogeny.com · Healthcare
Borderline visible. AI bots can crawl Xontogeny, 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 5 times
Claude · Meta AI
#31,357 of 925,093 in Healthcare for AI visibility
2
5
AEO Visibility
iBorderline · 4.6/10
55
Muse Index Score
iAI agent readiness
Agent-ready · 55/100
0
AI Adoption
iNone detected · 0/100
About Xontogeny
from our crawl and measurement
"Life sciences accelerator partnering with entrepreneurs and scientific founders to advance therapeutics, diagnostics, and devices to clinical proof-of-concept with capital, operational." That is how Xontogeny of Boston, MA introduces itself. When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found structured data on the page (WebSite, Organization, Person), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Strong
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
Strong
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
Strong
Inbound links from other sites.
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.
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 4.6/10, Xontogeny is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Xontogeny?
Xontogeny is a life sciences accelerator that partners with entrepreneurs, scientific founders, and first-time CEOs to advance therapeutics, diagnostics, and devices with capital, operational support, and a deep expert network—aiming to reach clinical proof-of-concept.
What kinds of technologies and areas do you support?
We work across a wide range of modalities and therapeutic areas in life sciences, supporting programs in therapeutics, diagnostics, and medical devices.
How do founders collaborate with Xontogeny?
We collaborate with first-time and experienced entrepreneurs, academic researchers, and corporate innovators. Start by reviewing our collaboration approach and contact us through the Connect page to discuss your program.
How does Xontogeny fund companies beyond seed?
Seed investments are made directly by Xontogeny, and we have a partnership with Perceptive Advisors through the Perceptive Xontogeny Venture Funds to support select companies with Series A and B financings.
Where is Xontogeny located and how can I contact the team?
Our office is at 361 Newbury Street, Suite 501, Boston, MA 02115. For general inquiries email [email protected] or use the contact form on our Connect page.
Who founded Xontogeny and when?
Xontogeny was founded by Chris Garabedian in 2016.
Is this your brand?
The exact fixes for Xontogeny
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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/xontogeny
Cite this score: Engagemii (2026). "AEO Score for Xontogeny." Retrieved from https://engagemii.com/aeo/brands/xontogeny
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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