AI Proficiency Assessment

Find Out Where You Actually Stand

7 questions. 2 minutes. Based on real adoption data from Microsoft, McKinsey, and Stack Overflow.

Question 1 of 7
How often do you use AI tools?
Rarely or never
I've heard of them but haven't really used one
A few times a month
I open ChatGPT or similar when I need something specific
Several times a week
It's becoming part of how I work
Daily — it's how I operate
I run sessions most days and build real output with it
Question 2 of 7
What do you primarily use AI for?
Quick answers
Searching, summarizing, answering one-off questions
Content drafting
Writing emails, documents, social posts, copy
Workflows and projects
Multi-step tasks, research, planning, building things
Running systems
Automations, persistent context, integrated into how my business operates
Question 3 of 7
Do your AI sessions build on previous sessions?
No — every session starts fresh
I re-explain context each time
Sometimes
I'll paste in notes or reference old conversations
Usually
I have files or documents I feed in to maintain continuity
Always — I have persistent context
My AI loads my business context automatically every session
Question 4 of 7
Have you built any automations or workflows with AI?
No
I haven't tried building anything automated
I've tried
Experimented but nothing stuck or runs reliably
A few things work
I have some repeatable workflows or templates I use regularly
Multiple systems running
I have automated workflows, skills, or pipelines that run reliably
Question 5 of 7
How many hours of real, output-producing AI experience do you have?
Under 10 hours
Still exploring what's possible
10 to 100 hours
I've used it enough to see real productivity gains
100 to 500 hours
It's a regular part of how I work and build
500+ hours
I've been deep in this for a while and have shipped real systems
Question 6 of 7
When your AI session ends, what happens to the work?
It's gone
The conversation closes and I start over next time
I copy-paste what I need
I save the useful parts manually into docs or notes
I have a system for it
Outputs go into organized folders, docs, or project files
It updates automatically
Session close logs decisions, updates memory, and queues next actions
Question 7 of 7
Could you hand your AI setup to someone else and have them produce the same results?
No — it's all in my head
I don't have a documented process
Maybe with heavy explanation
I could walk someone through it but nothing is written down
Mostly — I have notes and templates
Someone could follow my setup with some guidance
Yes — it's a documented system
SOPs, skills, context files — the system runs independent of me explaining it
Your AI Proficiency Level
Operator Top ~1-2%
Regular ~10-15%
Casual ~16% of population
Curious ~84% of population

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Adoption figures from Microsoft, McKinsey, and Stack Overflow. Proficiency tiers and hour estimates are ZBD's own analysis.