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AI Visibility Scorecard
Municipal Futures
thingsunseenforesight.org · Nonprofits
At 2.4/10, Municipal Futures is close to invisible in AI search today. Most assistants will not cite it when asked about your category - fixable, and the signals below show exactly where to start.
Monitoring for AI engine activity
In the Engagemii AEO index
#670,453 of 694,291 in Nonprofits for AI visibility
2.4
/10
AEO Score
About Municipal Futures
from thingsunseenforesight.org
Foresight Basics Contact Us What is Municipal Futures Municipal Futures Requires Thinking Across Sectors Municipal Futures Requires Thinking of Alternatives Municipal Futures Help Us Understand New Things Municipal Futures Provides Insight We are a network of people interested in advancing municipal government and municipalities by seeding and growing “capacity for community transformation”.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
6
Clear headings and answer-style content.
Entity Clarity
4
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
0
Experience, Expertise, Authority, Trust markers.
Technical AEO
4
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
0
No inbound links found yet.
Domain Trust
0
Little domain authority yet.
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 2.4/10, Municipal Futures is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Municipal Futures
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/thingsunseenforesight-org
Cite this score: Engagemii (2026). "AEO Score for Municipal Futures." Retrieved from https://engagemii.com/aeo/brands/thingsunseenforesight-org
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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