AI Visibility Scorecard
f3yourmind
f3yourmind.net · Technology
Borderline visible. AI bots can crawl f3yourmind, 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
#1,920,272 of 2,705,581 in Technology for AI visibility
4
AEO Visibility
iNear-invisible · 3.9/10
5
Muse Index Score
iAI agent readiness
Basic · 5/100
0
AI Adoption
iNone detected · 0/100
About f3yourmind
from our crawl and measurement
f3yourmind is a business whose own site puts it this way: "african software developer by birth, by choice, for life." To AI engines like ChatGPT and Perplexity, though, it is barely visible: it scores 3.9 out of 10.
Our crawl found a sitemap and a readable heading structure. It is missing structured data describing the business and an llms.txt file.
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
Good
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
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 3.9/10, f3yourmind is crawlable but under-signaled - fixable, and the signals above are where to start.
Frequently Asked Questions
Should you read Extreme Programming?
My answer is a resounding yes. It is a wonderful book, written with a lightness and easiness. Yet is dense with deep insights in every sentence. The one last aspect of XP that I cherish is that I could ease into to it slowly and deliberately. I did not have to apply the entire body of work instantaneously, in one huge swoop. And I am still easing into it.
Can I plug in, please?
Hearing that I am doing something, Kevin invited me to breakfast to hear more so that he can plug in. I’m happy to share with most people, but this work isn’t about plugging in. It is not a thing at all. It is about my individual behaviour and attitude. There are no recipes that I can offer to make this better. It requires me to find a connection with myself.
Is this your brand?
The exact fixes for f3yourmind
Which AI engines already crawl you
Free AI bot monitoring: see every AI crawler that visits you
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 f3yourmind.
Source & Attribution
Scored by Engagemii on September 30, 2026. Methodology: engagemii.com/aeo/methodology
Source URL: https://engagemii.com/aeo/brands/f3yourmind-net
Cite this score: Engagemii (2026). "AEO Score for f3yourmind." Retrieved from https://engagemii.com/aeo/brands/f3yourmind-net
Licensed under CC BY 4.0. You may reuse this data with attribution: a visible link to engagemii.com.
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