AI Visibility Scorecard
Vgen23
vgen23.com · Technology
Borderline visible. AI bots can crawl Vgen23, 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 1 times
Claude
#1,460,924 of 2,707,166 in Technology for AI visibility
5
AEO Visibility
iBorderline · 4.6/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Vgen23
from our crawl and measurement
Vgen23 describes itself simply: "Vgen23 is a genomics interpretation and reporting platform for germline and somatic workflows. Review evidence, classify variants, and generate report-ready drafts in one environment." When AI engines look at it, they find little to work with. It scores 4.6 out of 10.
Our crawl found an llms.txt file for AI models and a readable heading structure. It is missing structured data describing the business and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
Clear headings and answer-style content.
Entity Clarity
Weak
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
Fair
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
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.
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, Vgen23 is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How to Choose Sequencing Depth?
Why the small number after the “x” quietly decides what a genetic test can and cannot find. Authors: Sameer Malik, Sana Most of the times when we connect with a lab to get the gene...Read articleArticle
Is this your brand?
The exact fixes for Vgen23
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for Vgen23.
Source & Attribution
Scored by Engagemii on August 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/vgen23
Cite this score: Engagemii (2026). "AEO Score for Vgen23." Retrieved from https://engagemii.com/aeo/brands/vgen23
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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