AI Visibility Scorecard
INFRMD
infrmdmsk.com · Healthcare
Borderline visible. AI bots can crawl INFRMD, 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.
Monitoring for AI engine activity
In the Engagemii AEO index
#626,666 of 923,556 in Healthcare for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
8
AI Adoption
iBasic · 8/100
About INFRMD
from our crawl and measurement
INFRMD is a business whose own site puts it this way: "Clinician-reviewed musculoskeletal assessments that help people understand their pain and decide what to do next." When AI engines look at it, they find little to work with. It scores 4.3 out of 10.
Our crawl found structured data on the page (FAQPage, Organization, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
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 4.3/10, INFRMD is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Where does it hurt?
Start with the area that's bothering you. INFRMD currently focuses on five common musculoskeletal areas so the experience stays genuinely specialised.NeckBackShoulderKneeAnkleINFRMD Journal
Not sure what's next?
Tell us what's going on and we'll help you work it out.Start your free assessment Free · No account needed · Clinician-ledINFRMD provides AI-assisted information and clinician-reviewed guidance based on the information you provide. It does not replace a physical examination, provide a definitive diagnosis, or replace care from your healthcare professional.
Is this your brand?
The exact fixes for INFRMD
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for INFRMD.
Source & Attribution
Scored by Engagemii on October 6, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/infrmdmsk
Cite this score: Engagemii (2026). "AEO Score for INFRMD." Retrieved from https://engagemii.com/aeo/brands/infrmdmsk
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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