AI Visibility Scorecard
Medical Device Academy
13485cert.com · Education
Borderline visible. AI bots can crawl Medical Device Academy, 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 5 times
ChatGPT · Claude
#363,379 of 937,618 in Education for AI visibility
<1
4
AEO Visibility
iBorderline · 4/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
About Medical Device Academy
from our crawl and measurement
"Are you a start-up device company that needs medical device consulting services and training for an FDA 510k submission?." That is how Medical Device Academy introduces itself. When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 4 times in our tracking, including GPTBot (ChatGPT) and ClaudeBot (Anthropic).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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 4/10, Medical Device Academy is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
How much does a 510(k) cost?
The FDA user fees for medical device 510k submissions, 513(g) submissions, and De Novo Classification Requests are all discounted for qualified small businesses. To qualify, you must submit a small business qualification form (FDA Form 3602N) each new fiscal year (October 1 – September 30). We recommend that every company submit on August 1 for the next fiscal year–even if they are unsure if they will submit.
What do we charge for medical device consulting to prepare an FDA 510k submission?
The estimated cost of preparing a medical device 510k submission is ~$20,000. This pricing does not include pre-submission meetings or the FDA user fees for FY 2027. A table with user fees is found above as well. The button below provides a pricing list of our consulting services and our turnkey quality management system (QMS).
Is this your brand?
The exact fixes for Medical Device Academy
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 October 18, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/13485cert
Cite this score: Engagemii (2026). "AEO Score for Medical Device Academy." Retrieved from https://engagemii.com/aeo/brands/13485cert
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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