AI Visibility Scorecard
Marginal Futility · My favorite color is math
marginalfutility.net · Technology
Borderline visible. AI bots can crawl Marginal Futility · My favorite color is math, 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 3 times
ChatGPT · Claude
#2,266,104 of 2,705,679 in Technology for AI visibility
<1
4
AEO Visibility
iNear-invisible · 3.5/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About Marginal Futility · My favorite color is math
from our crawl and measurement
Marginal Futility · My favorite color is math describes itself simply: "Marginal Futility Thoughts on Swift and other good stuff." When AI engines look at it, they find little to work with. It scores 3.5 out of 10.
Under the hood there is a readable heading structure and substantial page content, but the score is capped by what is missing: structured data describing the business, an llms.txt file, 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
Weak
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 3.5/10, Marginal Futility · My favorite color is math is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Should I use Core Data or Realm for my project?
This is obviously going to depend a lot on your use case, but I’d sum up how I think about the two like this: Core Data is like a framework for building object graph management solutions. You can control every aspect of how data moves to and from disk, what your memory footprint looks like at any given moment, and how your multithreaded code behaves. Realm has batteries included.
Is this your brand?
The exact fixes for Marginal Futility · My favorite color is math
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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/marginalfutility-net
Cite this score: Engagemii (2026). "AEO Score for Marginal Futility · My favorite color is math." Retrieved from https://engagemii.com/aeo/brands/marginalfutility-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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