AI Visibility Scorecard
The Collaboration Lab
collaborationlab.eu · Nonprofits
Borderline visible. AI bots can crawl The Collaboration 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
#581,159 of 826,078 in Nonprofits for AI visibility
4
AEO Visibility
iBorderline · 4/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
4
AI Adoption
iBasic · 4/100
About The Collaboration Lab
from our crawl and measurement
The Collaboration Lab Strategic Facilitation That Gets Results is a business whose own site puts it this way: "Skip to content How we work Our services What shifts Let’s talk How we work Our services What shifts Let’s talk Home Expert Facilitation for Organizations seeking impact with integrity Find." When AI engines look at it, they find little to work with. It scores 4.0 out of 10.
Our crawl found a readable heading structure. It is missing structured data describing the business, an llms.txt file and a sitemap.
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
Good
Experience, Expertise, Authority, Trust markers.
Technical AEO
Fair
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 4/10, The Collaboration Lab is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Sound familiar?
Your team is skilled. Your mission is clear. And yet something is blocking you from moving forward. Decision Gridlock You've been discussing the same strategic question for months. Multiple stakeholders, competing priorities, no clear path forward. Meanwhile, opportunities pass you by. Misaligned Stakeholders Your board wants one thing, your staff wants another, your partners have different expectations.
Is this your brand?
The exact fixes for The Collaboration Lab
Which AI engines already crawl you
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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 September 14, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/collaborationlab-eu
Cite this score: Engagemii (2026). "AEO Score for The Collaboration Lab." Retrieved from https://engagemii.com/aeo/brands/collaborationlab-eu
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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