AI Visibility Scorecard
PANDAS Network
pandasnetwork.org · Healthcare
Somewhat visible. AI bots can read PANDAS Network, but it is missing signals that would get it named ahead of competitors.
AI engines read this profile 16 times
Meta AI · Claude · Apple Intelligence · Perplexity
#3,203 of 925,249 in Healthcare for AI visibility
81
AI Naming Predictability
iNamed sometimes · 81/100
Healthcare average 11
Top 1% of Healthcare
See what's behind this score →5
-
Network Authority
iNot connected yet
Healthcare average 0.0
0 relationships · Healthcare average 3
See what's behind this score →25
Muse Index Score
iAI agent readiness
Basic · 25/100
Healthcare average 18
See what's behind this score →0
About PANDAS Network
from our crawl and measurement
PANDAS Network is a business whose own site puts it this way: "Welcome to the PANDAS Network, the leading organization in spreading awareness and supporting research for PANDAS/PANS, a pediatric disease." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.4 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, ImageObject, BreadcrumbList), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
- Company ·
- PANDAS Network
- Website ·
- pandasnetwork.org
- Industry ·
- Healthcare
- Location ·
- Menlo Park, California
- Site status ·
- Live (The website showed an active business site when last checked (Oct 31, 2026).)
- Last scored ·
- Aug 8, 2026
The 6 signals AI reads
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
Weak
Experience, Expertise, Authority, Trust markers.
Technical AEO
Good
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Strong
Inbound links from other sites.
Domain Authority
Fair
Established authority for your domain.
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.
What this score means
Your AEO score measures whether AI search engines (ChatGPT, Claude, Perplexity, Gemini) can read your site and name it in answers. At 5.4/10, PANDAS Network has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for PANDAS Network
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How to Get Your Company Named by ChatGPT, Gemini, and Claude
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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Source & Attribution
Scored by Engagemii on August 8, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/pandasnetwork-org
Cite this score: Engagemii (2026). "AEO Score for PANDAS Network." Retrieved from https://engagemii.com/aeo/brands/pandasnetwork-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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