AI Visibility Scorecard
Circular Medtech
circularmedtech.com · Technology
At 2.10/10, Circular Medtech is near-invisible in AI search today. Most AI engines will not name it when asked about its category. The weakest signals are Structured Data, E-E-A-T Signals and Backlinks. That is fixable, and the signals below show where to start.
AI engines read this profile 2 times
Claude
7
AI Naming Predictability
iRarely named · 7/100
Technology average 28
Top 80% of Technology
See what's behind this score →2.10
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Technology average 4. Claim your page and Engagemii is your first.
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Technology average 17
See what's behind this score →0
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 2.10 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 read this profile 2 times in our tracking, including ClaudeBot (Anthropic).
- Company ·
- Circular Medtech
- Website ·
- circularmedtech.com
- Industry ·
- Technology
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Nov 8, 2026
The 6 on-page 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.
The 6 off-page signals AI reads
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
Domain Authority
Weak
Little domain authority yet.
Reference Presence
-
Not yet measured.
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 read your site and name it in answers. At 2.10/10, Circular Medtech is near-invisible to AI engines today. That is 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○.
Is this your brand?
The exact fixes for Circular Medtech
Which AI engines already crawl you
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Why your brand doesn't show up in ChatGPT answers (and how to fix it)
ChatGPT doesn't crawl the web like Google does. When someone asks Claude about the best project management tools, the model isn't searching your website in real-time. It's pulling from training data that stopped months or years ago.
Continue reading in your free Engagemii portalSign up free to read the full article and get your AEO fix list for Circular Medtech.
Source & Attribution
Scored by Engagemii on November 8, 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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