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AI Visibility Scorecard
Nothing Works...but Everything Might
mkpersyn.net · Education
Borderline visible. AI bots can crawl Nothing Works...but Everything Might, 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
#773,533 of 877,109 in Education for AI visibility
3.2
/10
AEO Score
About Nothing Works...but Everything Might
from mkpersyn.net
Peter Rubin, ACS founder and (since 2008) justice of the Massachusetts Appeals Court, in an address to the Columbia Law School ACS Student Chapter, January 19, 2006.
The 6 signals AI reads
Higher is better · 0-10
Structured Data
1
Organization / LocalBusiness JSON-LD that AI can read.
Content Structure
7
Clear headings and answer-style content.
Entity Clarity
3
How clearly your brand identity reads to AI.
E-E-A-T Signals
Experience, Expertise, Authority, Trust
7
Experience, Expertise, Authority, Trust markers.
Technical AEO
5
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
1
Inbound links from other sites.
Domain Authority
0
Little domain authority yet.
Reference Presence
0
Not in AI knowledge graphs yet.
News & Press
0
No press coverage found yet.
Community
0
No community discussion yet.
Social Mentions
0
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 3.2/10, Nothing Works...but Everything Might is crawlable but under-signaled - fixable, and the signals above are where to start.
Is this your brand?
The exact fixes for Nothing Works...but Everything Might
Which AI engines already crawl you
Weekly ChatGPT & Claude citation tracking
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 August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/mkpersyn-net
Cite this score: Engagemii (2026). "AEO Score for Nothing Works...but Everything Might." Retrieved from https://engagemii.com/aeo/brands/mkpersyn-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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