AI Visibility Scorecard
Hummingbird Learning Lab
hummingbirdlearninglab.com · Education
Somewhat visible. AI bots can read Hummingbird Learning Lab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 7 times
Meta AI · Claude
#182,246 of 937,651 in Education for AI visibility
6
AEO Visibility
iBorderline · 5.5/10
30
Muse Index Score
iAI agent readiness
Basic · 30/100
0
AI Adoption
iNone detected · 0/100
About Hummingbird Learning Lab
from our crawl and measurement
Hummingbird Learning Lab describes itself simply: "The Hummingbird Learning Lab is the world’s first neuroscience-grounded learning environment where young people exercise their agency for wellbeing and learning, by making original." Its AI visibility score is 5.5 out of 10: the engines can find it, but they do not have much to hold on to.
Our crawl found structured data on the page (LocalBusiness, WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited 2 times in our tracking, including ClaudeBot (Anthropic) and Meta AI.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Good
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
Fair
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Good
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
Weak
No inbound links found yet.
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 5.5/10, Hummingbird Learning Lab has a working base to build on - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Hummingbird Learning Lab
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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 10, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/hummingbirdlearninglab
Cite this score: Engagemii (2026). "AEO Score for Hummingbird Learning Lab." Retrieved from https://engagemii.com/aeo/brands/hummingbirdlearninglab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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