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AI Visibility Scorecard
toy-lab
www.toy-lab.com · Nonprofits
Borderline visible. AI bots can crawl toy-lab, 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
#459,269 of 619,686 in Nonprofits for AI visibility
4
/10
AEO Score
About toy-lab
from our crawl and measurement
toy-lab is a business whose own site puts it this way: "Happen's Toy Lab is an outreach program of Happen, Inc." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 4.0 out of 10.
Our crawl found crawler access and the files AI engines look for, a clearly stated business identity. It also found the gaps that keep answer engines guessing: credibility markers like credentials or reviews, a heading structure that lays out what it offers, sitemaps and entity links AI can follow.
Off the page there is almost nothing to corroborate it: 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. That half of the score is earned elsewhere on the web, not on the site itself.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
5
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
2
Clear headings and answer-style content.
Entity Clarity
8
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
1
Experience, Expertise, Authority, Trust markers.
Technical AEO
9
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
4
Sitemaps and entity links AI can follow.
Off-page authority
How the web signals your brand to AI
Backlinks
1
Inbound links from other sites.
Domain Trust
2
Established authority for your domain.
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.
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 4/10, toy-lab is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for toy-lab
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
Your Most Motivated Donors Are Leaving Without Giving
Here's the moment that happens on nonprofit websites every single day.
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Source & Attribution
Scored by Engagemii on July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/www-toy-lab
Cite this score: Engagemii (2026). "AEO Score for toy-lab." Retrieved from https://engagemii.com/aeo/brands/www-toy-lab
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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