AI Visibility Scorecard
The Probability Crisis — Michael Pienaar
probabilitycrisis.com · Professional Services
Borderline visible. AI bots can crawl The Probability Crisis — Michael Pienaar, 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 9 times
Apple Intelligence · Meta AI · Claude · Perplexity
#195,380 of 526,908 in Professional Services for AI visibility
7
AI Naming Predictability
iRarely named · 7/100
5
AEO Visibility
iBorderline · 4.9/10
0
Muse Index Score
iAI agent readiness
Not agent-ready · 0/100
0
AI Adoption
iNone detected · 0/100
About The Probability Crisis — Michael Pienaar
from probabilitycrisis.com
Fractional advisory, Cape Town. Companies get stuck — decisions drag, projects stall, suppliers overcharge. I find the one spot where a small push gets everything moving. 21 years inside big business,
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
Good
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 4.9/10, The Probability Crisis — Michael Pienaar is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
So why won't it move?
The problem was never effort. It was placement. The problem I solve
When to call, and when not to.?
This is for you if ✓Your strategy is sound and your people are capable — but things stick between the boardroom and the floor. ✓You don't need another full-time executive, and don't want a deck-delivering consultancy. ✓You can hear an uncomfortable truth and use it. This is not for you if ×You want comfortable validation of a decision already made. ×You optimise costs without wanting to understand them.
Is this your brand?
The exact fixes for The Probability Crisis — Michael Pienaar
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
Already have an account? Sign in
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.
Continue reading in your free Engagemii portalFree signup unlocks the full article plus your personalized AEO fix list for The Probability Crisis — Michael Pienaar.
Source & Attribution
Scored by Engagemii on August 1, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/probabilitycrisis
Cite this score: Engagemii (2026). "AEO Score for The Probability Crisis — Michael Pienaar." Retrieved from https://engagemii.com/aeo/brands/probabilitycrisis
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
Powered by Engagemii - The Answer Engine Optimization (AEO) Platform