AI Visibility Scorecard
foresightlab.net · Education
Somewhat visible. AI bots can read Foresight Lab, but it is missing the structured signals that push citation rate above competitors.
AI engines read this profile 1 times
ChatGPT
#276,424 of 936,946 in Education for AI visibility
5
AEO Visibility
iBorderline · 5.2/10
10
Muse Index Score
iAI agent readiness
Basic · 10/100
0
AI Adoption
iNone detected · 0/100
from our crawl and measurement
"The Foresight Lab for Public Policy helps citizens and governments build better futures using innovative and participatory methods for policy development and decision-making." That is how Foresight Lab introduces itself. To AI engines like ChatGPT and Perplexity it is partially visible, scoring 5.2 out of 10, readable in places and missing in others.
Our crawl found structured data on the page (WebSite), an llms.txt file for AI models and a sitemap.
AI crawlers have visited once in our tracking, including GPTBot (ChatGPT).
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
Strong
robots.txt, llms.txt, and AI-bot crawl access.
AI Discoverability
Strong
Sitemaps and entity links AI can follow.
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.
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 5.2/10, Foresight Lab has a working base to build on - fixable, and the signals above are where to start.
What is foresight?
Foresight is the systematic study of the future. It is an interdisciplinary field that uses a variety of concepts and methods to explore how the future could evolve and what challenges and opportunities could emerge.
How does Foresight help?
There are five sources of surprise that a foresight study can help identify: Surprises coming from the places we are not looking. (Scanning can help.) The cascading (third-, fourth- and fifth-order) impacts of change as it rolls across the system. (Cascade diagrams provide the scaffolding to explore how change could evolve over time.) Changes interacting with each other at the same time.
Is this your brand?
The exact fixes for Foresight Lab
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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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Scored by Engagemii on October 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/foresightlab-net
Cite this score: Engagemii (2026). "AEO Score for Foresight Lab." Retrieved from https://engagemii.com/aeo/brands/foresightlab-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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