AI Visibility Scorecard
International Medical Device Regulators Forum
imdrf.org · Healthcare
Somewhat visible. AI bots can read International Medical Device Regulators Forum, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Claude · Meta AI · Apple Intelligence · Perplexity
#7,963 of 924,008 in Healthcare for AI visibility
43
AI Naming Predictability
iNamed sometimes · 43/100
More likely to be named than 99% of Healthcare companies
5
AEO Visibility
iBorderline · 5.2/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
2
AI Adoption
iBasic · 2/100
About International Medical Device Regulators Forum
from our crawl and measurement
International Medical Device Regulators Forum describes itself simply: "The International Medical Device Regulators Forum (IMDRF) aims to accelerate international medical device regulatory harmonization and convergence." 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 a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 2 times 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
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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, International Medical Device Regulators Forum has a working base to build on - fixable, and the signals above are where to start.
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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 July 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/imdrf-org
Cite this score: Engagemii (2026). "AEO Score for International Medical Device Regulators Forum." Retrieved from https://engagemii.com/aeo/brands/imdrf-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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