AI Visibility Scorecard
IMRA Surgical
imrasurgical.com · Education
Borderline visible. AI bots can crawl IMRA Surgical, 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 8 times
Meta AI · Apple Intelligence
#147,542 of 937,752 in Education for AI visibility
20
AI Naming Predictability
iRarely named · 20/100
Education average 14
Top 20% of Education
See what's behind this score →4.2
-
Network Authority
iNot connected yet
0 relationships on record. Businesses in Education average 4. Claim your page and Engagemii is your first.
See what's behind this score →40
Muse Index Score
iAI agent readiness
Transactable · 40/100
Education average 13
See what's behind this score →?
About IMRA Surgical
from our crawl and measurement
IMRA Surgical describes itself simply: "IMRA Surgical is transforming robotic surgical education through hyper-realistic synthetic tissue and advanced simulation technologies, enabling surgeons to master complex procedures." When AI engines look at it, they find little to work with. It scores 4.2 out of 10.
Our crawl found structured data on the page (Organization), an llms.txt file for AI models and a sitemap.
- Company ·
- IMRA Surgical
- Website ·
- imrasurgical.com
- Industry ·
- Education
- Site status ·
- Live (The website showed an active business site when last checked (Nov 1, 2026).)
- Last scored ·
- Aug 10, 2026
The 6 on-page signals AI reads
Strong · Good · Fair · Weak
Structured Data
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
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
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 read your site and name it in answers. At 4.2/10, IMRA Surgical is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for IMRA Surgical
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
When a buyer asks ChatGPT which company to use, two different things can happen. ChatGPT can name a company in its answer. Or it can link to a web page as a source. Most advice about AI visibility is about the second one. Our data says the first one is what matters.
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Source & Attribution
Scored by Engagemii on August 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/imrasurgical
Cite this score: Engagemii (2026). "AEO Score for IMRA Surgical." Retrieved from https://engagemii.com/aeo/brands/imrasurgical
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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