AI Visibility Scorecard
Tiny Blue Dot Foundation
tinybluedotfoundation.org · Nonprofits
Borderline visible. AI bots can crawl Tiny Blue Dot Foundation, 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 12 times
Meta AI · Claude · Apple Intelligence · ChatGPT
#13,020 of 827,075 in Nonprofits for AI visibility
22
AI Naming Predictability
iNamed occasionally · 22/100
More likely to be named than 99% of Nonprofits companies
5
AEO Visibility
iBorderline · 4.7/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About Tiny Blue Dot Foundation
from our crawl and measurement
"Tiny Blue Dot Foundation strives to help people understand that they live in their own unique Perception Box whose walls can be expanded to minimize suffering, increase acceptance of self." That is how Tiny Blue Dot Foundation introduces itself. When AI engines look at it, they find little to work with. It scores 4.7 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
AI crawlers have visited 12 times in our tracking, including GPTBot (ChatGPT), ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Weak
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Strong
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
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
Strong
Recognized in AI knowledge graphs.
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 4.7/10, Tiny Blue Dot Foundation is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What's a Perception Box?
Dr. Christof Koch explains the framework of and science behind Perception Box, an invisible mental box that every human being alive lives inside that distorts our perceptions. It distorts our ability to understand one another and to understand ourselves. It’s made from the material of our beliefs we sometimes call stories.
What is Perception Box?
Perception Box is a groundbreaking framework developed by Elizabeth R. Koch that describes how a person's perception is structured by various factors such as beliefs, biases, and narratives.
Is this your brand?
The exact fixes for Tiny Blue Dot Foundation
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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 October 23, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/tinybluedotfoundation-org
Cite this score: Engagemii (2026). "AEO Score for Tiny Blue Dot Foundation." Retrieved from https://engagemii.com/aeo/brands/tinybluedotfoundation-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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