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AI Visibility Scorecard
Xontogeny
xontogeny.com · Healthcare
Somewhat visible. AI bots can read Xontogeny, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
Claude
#9,734 of 839,198 in Healthcare for AI visibility
6.5
/10
AEO Score
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. Its AI visibility score is 6.4 out of 10: the engines can find it, but they do not have much to hold on to.
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
Higher is better · 0-10
Structured Data
9
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
9
Clear headings and answer-style content.
Entity Clarity
10
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
10
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
7
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 Authority
3
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 6.5/10, Xontogeny has a working base to build on - 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
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
The AEO Checklist Every Small Business Owner Needs Right Now
Your potential customers are asking ChatGPT, Gemini, and Claude questions about your product category. These AI models are giving answers without sending traffic to your website. You're not losing rank. You're losing visibility entirely.
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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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