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AI Visibility Scorecard
uclabfpc.com · Healthcare
Borderline visible. AI bots can crawl Bruins Fighting Pediatric Cancer, 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
#541,609 of 799,232 in Healthcare for AI visibility
4.2
/10
AEO Score
from our crawl and measurement
Bruins Fighting Pediatric Cancer is a business whose own site puts it this way: "We are focused on raising awareness and educating those who do not know much about pediatric cancer, by volunteering at pediatric oncology clinics, camps, and events, and by fundraising to." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.2 out of 10.
On the page it is passable on a partly stated business identity and basic crawler access. What holds it back is structured data describing the business, a heading structure that lays out what it offers, sitemaps and entity links AI can follow and credibility markers like credentials or reviews.
Away from its own site, other sites link to it. Beyond that, the domain does not yet read as established, 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.
Higher is better · 0-10
Structured Data
3
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
4
Clear headings and answer-style content.
Entity Clarity
5
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
6
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
3
Sitemaps and entity links AI can follow.
How the web signals your brand to AI
Backlinks
7
Inbound links from other sites.
Domain Trust
0
Little domain authority yet.
Entity Presence
0
Not in AI knowledge graphs yet.
News Mentions
0
No press coverage found yet.
Community
0
No community discussion yet.
0
No Reddit mentions 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 4.2/10, Bruins Fighting Pediatric Cancer is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Bruins Fighting Pediatric Cancer
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
In health and wellness, you're not just selling a product. You're asking someone to trust you with their body.
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Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/uclabfpc
Cite this score: Engagemii (2026). "AEO Score for Bruins Fighting Pediatric Cancer." Retrieved from https://engagemii.com/aeo/brands/uclabfpc
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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