AI Visibility Scorecard
shouldersurgerypillows.com · Healthcare
Borderline visible. AI bots can crawl Shoulder Surgery Pillows, 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 2 times
Claude · ChatGPT
#625,514 of 923,193 in Healthcare for AI visibility
4
AEO Visibility
iBorderline · 4.3/10
35
Muse Index Score
iAI agent readiness
Agent-ready · 35/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
Shoulder Surgery Pillows is a business whose own site puts it this way: "Recovery-tested pillow guides for shoulder surgery patients." 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 (WebPage, BreadcrumbList, WebSite) and a readable heading structure. It is missing an llms.txt file and a sitemap.
AI crawlers have visited once in our tracking, including ClaudeBot (Anthropic).
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
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.
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, Shoulder Surgery Pillows is crawlable but under-signaled - fixable, and the signals above are where to start.
How firm does a shoulder recovery pillow need to be?
The right firmness comes from your body frame, not from guessing. Too soft and the elevation angle collapses overnight; too firm and pressure points force position changes that load the repair. The body-frame-to-firmness chart for side sleepers solves this with the mapping this site is built on: body weight and shoulder width matched to ILD bands (the foam industry’s firmness measure).
Why does sleep quality change your recovery speed?
Sleep is not the passive part of recovery — it is when the repair work happens. Deep sleep drives the growth hormone release that powers tendon-to-bone healing, and sleep deprivation raises next-day pain sensitivity by 15-30%, feeding a pain-insomnia spiral that shows up directly in physical therapy performance.
Where should you start?
Three entry points cover the 3 situations readers arrive in: Surgery scheduled, not yet done: start with the preparation checklist, then the decision tree to buy the right setup before surgery day.Just had surgery: go straight to your procedure’s protocol — rotator cuff, TSA, or labrum — and the pain management guide for the first-night medication and ice routine.Weeks in and sleeping badly: the firmness chart.
Is this your brand?
The exact fixes for Shoulder Surgery Pillows
Which AI engines already crawl you
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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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Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/shouldersurgerypillows
Cite this score: Engagemii (2026). "AEO Score for Shoulder Surgery Pillows." Retrieved from https://engagemii.com/aeo/brands/shouldersurgerypillows
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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