AI Visibility Scorecard
Minimum Viable Society
minimumviablesociety.com · Government & Public Sector
Borderline visible. AI bots can crawl Minimum Viable Society, 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.
AI engines read this profile 2 times
Claude · ChatGPT
#109,905 of 124,282 in Government & Public Sector for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
40
Muse Index Score
iAI agent readiness
Agent-ready · 40/100
0
AI Adoption
iNone detected · 0/100
About Minimum Viable Society
from our crawl and measurement
Minimum Viable Society is a business whose own site puts it this way: "Building a scalable, open-source blueprint for thriving rural communities. The missing middle between pop-up villages and permanent cities." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Our crawl found structured data on the page (Organization, WebSite, FAQPage), a sitemap and a readable heading structure. It is missing an llms.txt file.
The 6 signals AI reads
Strong · Good · Fair · Weak
Structured Data
Strong
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
Good
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 3.5/10, Minimum Viable Society is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What makes up a Minimum Viable Society?
A society isn't built from a single idea, community or group — it's the sum of interconnected systems working together. We've broken MVS down into 10 domains that we believe are essential to reaching critical mass.
Where is MVS?
MVS is actively acquiring land in two of the world's most compelling regions for the first community — and we remain open to wherever the strongest conditions align.
Is this your brand?
The exact fixes for Minimum Viable Society
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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 July 31, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/minimumviablesociety
Cite this score: Engagemii (2026). "AEO Score for Minimum Viable Society." Retrieved from https://engagemii.com/aeo/brands/minimumviablesociety
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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