AI Visibility Scorecard
The Felentra Decision Architecture Manifesto
felentra.com · Other
Borderline visible. AI bots can crawl The Felentra Decision Architecture Manifesto, 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
4
AEO Visibility
iNear-invisible · 3.6/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About The Felentra Decision Architecture Manifesto
from our crawl and measurement
"The Felentra Decision Architecture Manifesto, designing the journey from uncertainty to responsible action." That is how The Felentra Decision Architecture Manifesto introduces itself. When AI engines look at it, they find little to work with. It scores 3.6 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
Fair
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 3.6/10, The Felentra Decision Architecture Manifesto is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
What decision deserves better architecture?
Felentra is developing its practice at the intersection of decision design, technology, research, and responsible action. We welcome thoughtful conversations with organizations, researchers, founders, and partners working through complex decisions. Felentra is an emerging Decision Architecture practice developing frameworks, products, research, and selected advisory engagements.
Is this your brand?
The exact fixes for The Felentra Decision Architecture Manifesto
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How to Get Your Brand Cited by ChatGPT, Gemini, and Claude: The Complete AEO Guide
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Source & Attribution
Scored by Engagemii on October 2, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/felentra
Cite this score: Engagemii (2026). "AEO Score for The Felentra Decision Architecture Manifesto." Retrieved from https://engagemii.com/aeo/brands/felentra
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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