The SimpleAI persona quiz has been taken hundreds of thousands of times. Most people want to know two things after they see their result: Is this accurate? And how does it actually work?
Here's a straightforward explanation of the methodology — what the quiz measures, how it scores, and why the result is more useful than a one-dimensional "level" score.
Two dimensions, not one
Most AI skill assessments measure a single thing: how much you know, or how often you use AI. The SimpleAI quiz measures two independent dimensions simultaneously.
Dimension 1: AI level — how deeply embedded AI is in your actual working practice, measured on a 1–6 scale from Observer to Architect.
Dimension 2: AI thinking style — how you instinctively approach AI work, across four styles: Skeptic, Dreamer, Collaborator, Optimizer.
These two dimensions are independent. A high-level Skeptic (Level 5 Strategist) and a high-level Dreamer (Level 5 Visionary) are equally experienced — but they use AI completely differently, they have different strengths and blind spots, and they should be developing their skills along different paths.
The 4×6 matrix produces 24 distinct personas. Each one has a unique combination of level and style — which is why the quiz can produce specific, actionable guidance rather than generic "use AI more" advice.
The 20 questions: three sections
The quiz has 20 questions across three sections.
Part 1: Habits (Q1–7)
These questions measure AI level directly. They ask about frequency, depth, and range of use — not what you know about AI, but what you actually do. Questions in this section have scored answer options (1–6) that map to the six levels.
The scoring is adaptive: if early answers suggest a very low level, later questions adjust to avoid redundancy. The system aims to place you precisely, not just categorise you.
Part 2: Mindset (Q8–14)
These questions measure thinking style. They present scenarios and ask how you instinctively approach them — not what the "correct" answer is. Each option maps to one of the four styles.
Crucially, there are no right or wrong answers in this section. A Skeptic and a Dreamer can both be excellent AI users — they just approach the work differently. The questions are designed to find your genuine tendency, not your aspirational self.
Part 3: Scenarios (Q15–20)
Mixed questions that combine level and style signals, including "natural marker" questions — questions designed to distinguish between your current behaviour and your instinctive approach.
Someone might be acting as a Level 2 user by circumstance (they haven't had time to develop the habit) while having natural Level 4 tendencies. The scenario questions help surface this gap between current practice and potential.
How the level score is calculated
Level score = weighted average of all level-axis responses, with natural marker questions weighted at 1.3× standard questions.
The six levels are:
| Score range | Level |
|---|---|
| 1.0–1.8 | Observer |
| 1.8–2.8 | Curious |
| 2.8–3.8 | Tinkerer |
| 3.8–4.8 | Craftsperson |
| 4.8–5.5 | Conductor |
| 5.5–6.0 | Architect |
The weighted scoring means that how you answer instinct questions (natural markers) pulls slightly more weight than habit questions. This is intentional: habits can be temporarily suppressed by circumstances, but instinct reflects your actual orientation.
How the style is determined
Each style question's answer maps to one of the four styles. The quiz tallies your style votes across all style-axis questions.
The style with the most votes wins. Ties are broken by natural marker style questions.
Importantly, the style score is directional, not absolute. If you score 7 Skeptic, 4 Optimizer, 3 Dreamer, 2 Collaborator — you're a Skeptic, but you have meaningful Optimizer tendencies. The result page reflects your primary style while the radar chart shows the full picture.
Why 24 personas instead of one score
A single "AI score" from 1–100 tells you how experienced you are. It doesn't tell you what to do about it.
The two-dimensional system means your result is specific to you:
- A Tinkerer Skeptic (Scientist) should focus on building a more rigorous prompt-testing methodology before trying to scale.
- A Tinkerer Dreamer (Alchemist) should focus on converting great one-off experiments into repeatable prompts before they get lost.
- A Tinkerer Collaborator (Companion) should focus on teaching others what they've learned before going deeper themselves.
- A Tinkerer Optimizer (Hacker) should focus on documenting their most-used workflows before adding new ones.
Same level, completely different next steps. That's why the personas exist.
Is the result accurate?
In follow-up surveys, the majority of respondents describe their result as "very accurate" or "accurate enough to act on". Fewer than 10% describe it as inaccurate.
The biggest source of inaccuracy is self-report bias: people answer based on who they aspire to be rather than who they actually are. If your result feels a bit higher than you expected, re-read the level description and ask honestly: is this actually me today, or is this where I'm trying to get to?
The quiz is also a snapshot. AI skills change faster than almost any other professional skill at the moment. Taking the quiz every 3–6 months gives you a clearer picture of how you're actually progressing than any annual review process.
Want to take the quiz?
It's 4 minutes, free, and no account required. Your result includes your full persona profile, radar chart, tool recommendations, and a 30-day level-up plan.
If you want to explore all 24 personas before taking it, browse the full persona library.