AI Visibility Scorecard
Lien Foundation
lienfoundation.org · Nonprofits
Somewhat visible. AI bots can read Lien Foundation, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 9 times
Claude · ChatGPT · Meta AI · Apple Intelligence
#37,840 of 827,020 in Nonprofits for AI visibility
82
AI Naming Predictability
iLikely to be named · 82/100
6
AEO Visibility
iVisible · 6.1/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Lien Foundation
from our crawl and measurement
Lien Foundation describes itself simply: "A Singapore philanthropic house that invests in innovative models of care, training and advocacy, catalysing action at the intersection of health and social care." To AI engines like ChatGPT and Perplexity it is partially visible, scoring 6.1 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebPage, BreadcrumbList, WebSite), a sitemap and a readable heading structure. It is missing an llms.txt file.
AI crawlers have visited 2 times in our tracking, including GPTBot (ChatGPT).
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Good
Clear headings and answer-style content.
Entity Clarity
Strong
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
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
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.
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 6.1/10, Lien Foundation has a working base to build on - fixable, and the signals above are where to start.
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The exact fixes for Lien Foundation
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Source & Attribution
Scored by Engagemii on August 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/lienfoundation-org
Cite this score: Engagemii (2026). "AEO Score for Lien Foundation." Retrieved from https://engagemii.com/aeo/brands/lienfoundation-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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