AI Visibility Scorecard
sciclinicaltools.com · Healthcare
Borderline visible. AI bots can crawl Ambulation, 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 3 times
Claude · Meta AI · ShapBot
#797,206 of 924,420 in Healthcare for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
2
AI Adoption
iBasic · 2/100
from our crawl and measurement
Ambulation describes itself simply: "The prediction is based on the patient’s age and baseline International Standards for Neurological Classification of Spinal Cord Injury (ISNCSCI) examination collected within 15-days of." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Fair
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Fair
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 3.5/10, Ambulation is crawlable but under-signaled - fixable, and the signals above are where to start.
Who should use this calculator?
This calculator is intended for use by clinicians. The user must input variables based on the ISNCSCI examination, which requires accurate and reliable assessments by a clinician with experience in this assessment. This calculator is not recommended to be used by persons with SCI.
When should the calculator be used?
This calculator should be used to assist with patient management in the acute setting and early rehabilitation, using ISNCSCI examination information assessed within the first 15 days of injury. The calculator has been developed using data from patients with TSCI and has not been tested for use in patients with non-traumatic SCI (NTSCI).
How should the prediction score be interpreted?
All results must be interpreted within the context of the patient's full clinical profile. This calculator provides a probability score based on a published equation using multivariable logistic regression.1 A 50% cut-off is used to predict the likelihood of being an independent walker 1-year after injury, and further translated into probability values related to the functional outcome (FIM).
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The exact fixes for Ambulation
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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 August 11, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/sciclinicaltools
Cite this score: Engagemii (2026). "AEO Score for Ambulation." Retrieved from https://engagemii.com/aeo/brands/sciclinicaltools
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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