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AI Visibility Scorecard
Blackfan Circle Innovations (Boston Children's Hospital)
blackfancircle.com · Healthcare
Borderline visible. AI bots can crawl Blackfan Circle Innovations (Boston Children's Hospital), 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 5 times
Apple Intelligence · Meta AI · Claude
#395,453 of 856,999 in Healthcare for AI visibility
5
AEO Visibility
iBorderline · 4.8/10
15
Muse Index Score
iAI agent readiness
Basic · 15/100
0
AI Adoption
iNone detected · 0/100
About Blackfan Circle Innovations (Boston Children's Hospital)
from our crawl and measurement
"To our knowledge, this is the first systematic ranking of U.S." That is how Blackfan Circle Innovations (Boston Children's Hospital) introduces itself. To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.8 out of 10.
On the page it is passable on a few credibility markers and basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers, a clearly stated business identity and sitemaps and entity links AI can follow.
Away from its own site, other sites link to it. There is some, but not much, sign that the domain is only lightly established. Beyond that, AI engines do not yet recognise it as a distinct business, there is no press coverage to draw on, nobody is discussing it where AI engines look and it does not come up on Reddit. Those are earned elsewhere on the web, not fixed on the site itself.
AI crawlers have visited 3 times in our tracking, including ClaudeBot (Anthropic) and Applebot (Siri).
The 6 signals AI reads
Higher is better · 0-10
Structured Data
4
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
5
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Authority
1
Established authority for your domain.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 4.8/10, Blackfan Circle Innovations (Boston Children's Hospital) is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Blackfan Circle Innovations (Boston Children's Hospital)
Which AI engines already crawl you
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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.
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/blackfancircle
Cite this score: Engagemii (2026). "AEO Score for Blackfan Circle Innovations (Boston Children's Hospital)." Retrieved from https://engagemii.com/aeo/brands/blackfancircle
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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