AI Visibility Scorecard
surgery4children.com · Healthcare
Borderline visible. AI bots can crawl Surgery for Children, 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 137 times
Meta AI · Claude · Perplexity · Apple Intelligence
#47,819 of 925,301 in Healthcare for AI visibility
<1
AI Naming Predictability
iRarely named · <1/100
Healthcare average 11
Top 13% of Healthcare
See what's behind this score →4
-
Network Authority
iNot connected yet
Healthcare average 0.0
0 relationships · Healthcare average 3
See what's behind this score →5
0
from our crawl and measurement
"A Look into Risk Factors November 28, 2024November 22, 2024 by Lazar Bojic Abdominal cysts can arise from a variety of underlying factors, ranging from congenital conditions to infections." That is how Surgery for Children introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
Our crawl found structured data on the page (CollectionPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 8 times in our tracking, including ClaudeBot (Anthropic), Meta AI and Applebot (Siri).
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Weak
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
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 read your site and name it in answers. At 4.2/10, Surgery for Children is crawlable but under-signaled - fixable, and the signals above are where to start.
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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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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/surgery4children
Cite this score: Engagemii (2026). "AEO Score for Surgery for Children." Retrieved from https://engagemii.com/aeo/brands/surgery4children
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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