AI Visibility Scorecard
Circular Medtech
circularmedtech.com · Technology
Borderline visible. AI bots can crawl Circular Medtech, 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
#2,265,831 of 2,705,505 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
25
Muse Index Score
iAI agent readiness
Basic · 25/100
0
AI Adoption
iNone detected · 0/100
About Circular Medtech
from our crawl and measurement
Circular Medtech is a business whose own site puts it this way: "Explore Cynthia Ogbiti’s Circular Medtech dashboard on SUMD reprocessing, EU MDR Article 17, impact modelling and Global South mineral justice." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (Person, WebSite, WebApplication), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Fair
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
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
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 3.5/10, Circular Medtech is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What is Article 17?
Article 17 of the EU Medical Device Regulation allows single-use medical-device reprocessing only when national law permits it, under strict safety and quality rules.Read the simple explanationⓘ10of 30 study countries allow reprocessingEC reporting period: Dec 2022–Dec 20236of 38 surveyed notified bodies offer certificationNo certificates reported in the study period<10manufacturers identifiedOnly two active and.
What is allowed—and what is happening?
Tap any section for a simple explanation.What does uptake mean?ⓘPreview & download report10 countries allow it20 countries do not10 countries allow reprocessingNational law says it can happen under set safety rules.ⓘ● Belgium● Croatia● Germany● Iceland● Ireland● Netherlands● Poland● Portugal● Spain● Sweden20 countries do not currently allow itNational law has not authorised the practice.ⓘ○ Austria○ Bulgaria○ Cyprus○.
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The exact fixes for Circular Medtech
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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 October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/circularmedtech
Cite this score: Engagemii (2026). "AEO Score for Circular Medtech." Retrieved from https://engagemii.com/aeo/brands/circularmedtech
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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