AI Visibility Scorecard
Celyad Oncology
c3bs.com · Technology
Somewhat visible. AI bots can read Celyad Oncology, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 4 times
ChatGPT · Meta AI · Apple Intelligence · Claude
#667,341 of 2,707,167 in Technology for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
30
Muse Index Score
iAI agent readiness
Agent-ready · 30/100
0
AI Adoption
iNone detected · 0/100
About Celyad Oncology
from our crawl and measurement
C3bs is a business whose own site puts it this way: "Sign up FOR our newsletter By clicking on send, you consent that your personal data will be processed by us in order to send you our newsletter." Its AI visibility score is 5.2 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 (WebPage, ImageObject, BreadcrumbList) and a readable heading structure. It is missing an llms.txt file and a sitemap.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
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
Fair
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 5.2/10, Celyad Oncology has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Celyad Oncology
Which AI engines already crawl you
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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/c3bs
Cite this score: Engagemii (2026). "AEO Score for Celyad Oncology." Retrieved from https://engagemii.com/aeo/brands/c3bs
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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