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Which tutor fits how you learn?
Zavmo does not teach in one voice. It teaches through twelve characters, each with a different way of explaining things. Answer ten quick questions and see the one or two whose approach lines up with how you like to learn, as a friendly way in.
Twelve on offer. See the one you'd likely start with.
Your route
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Want to go further with Zavmo?
You have just met the characters above. If you want to go on and learn with Zavmo, here is how it would teach you.
The method
It matches how you like to learn to a real character, and it is a preview of the cast, not an assignment
Zavmo does not teach in one voice. It teaches through twelve characters, each with a different way of explaining things, and it brings in whichever one fits the moment you are in. This short set of questions reads how you say you like to learn and points you at the one or two characters whose approach lines up with that, as a friendly way in.
The honest register matters here more than usual, because a tool that promises to find your ideal teacher is one step away from the learning-styles idea that the evidence does not support. So this is not that. It does not claim that being taught by the character you land on will help you learn more. It is a preview of who you would probably meet first, keyed to a preference you stated, and nothing about it is fixed.
The five questions, and what each one reads
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How a new idea should land 1 question
Whether you want the foundations laid solid first, the thing shown and demonstrated, broken down step by step, or carried by a story and a real example.
A stated preference, mapped to the character whose teaching approach matches it. It is not a measured trait, and the character it points at is one of the real twelve, described in its own words on the twelve-characters page.
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What keeps your momentum 1 question
Whether a clear target, a line of sight to where the work leads for your career, the freedom to try and get it wrong, or variety and pace is the thing that keeps you going.
A stated preference about motivation, mapped to the character built around it. The reading is your own answer, and nothing is inferred on top of it.
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How you work an idea out 1 question
Whether you think by talking it through, by doing it for real, by laying it out in order, or by linking it to what you already know.
A stated preference, mapped to a teaching voice in the cast. Different characters lean into different ones of these, which is the whole reason there is more than one.
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How much you want to steer 1 question
Whether you want to set your own route, follow a clear map, be pushed on by someone, or think it through with a partner.
The autonomy need in self-determination theory (Deci and Ryan, 2000): how much you want to be the one deciding how the work gets done. It is the one dimension here that sits on a studied construct, and it separates the self-directed characters from the structured ones.
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The voice that suits you 1 question
Whether a precise and unambiguous voice, an encouraging one that keeps you moving, a warm one that teaches through stories, or a fast and inventive one reads as the right fit.
A stated preference about tone, mapped to the character whose voice matches. Tone is a real thing people prefer, and preferring a voice is a different thing from that voice teaching you better.
Why this is a preview and not a match that promises more
The best-known idea in this space is that people are visual, auditory or kinaesthetic learners and that teaching them in their channel helps them learn. The first half is a preference people really report. The second half, the part that would make a matching tool valuable, did not hold up when it was tested. Pashler and colleagues reviewed the literature and found almost none of the studies that could confirm it, and several that ran the right design found the opposite. Willingham and colleagues reached the same place, and Rogowsky and colleagues tested the matching claim directly in adults and found no benefit.
A tool that pairs you with a tutor personality is close enough to that idea to need the same care. So the pairing here is offered as a preview of the cast, keyed to what you told us you like, and never as a claim that this character will teach you better than another would. That distinction is the honest line, and it is the reason the result is worded the way it is.
What the twelve characters actually are
The characters are not made up for this questionnaire. They are the real cast Zavmo teaches through, each with its own strengths: the Builder who lays foundations solid first, the Analyst who works step by step without ambiguity, the Connector who teaches through stories, the Experiment Space where trying beats reading and nothing is graded, the Coach who keeps your momentum, and the rest. You can read all of them, in their own words, on the twelve-characters page.
Because they are real and distinct, pointing you at the one or two whose approach lines up with your answers is a truthful thing to do. What it is not is a sorting of you into a type. Inside a real Zavmo session you meet several of them, and which one is in front of you shifts with the moment rather than being decided once by a five-question quiz.
What happens to your answers
Nothing is stored. The questions run entirely in your browser, the result is worked out on the spot, and your answers do not outlive the page. There is no account needed to see who you would probably start with.
From the result you can name a role or a qualification you are aiming at and carry that into a first session, or you can read the whole cast first. The pairing travels with you as a friendly introduction, not as a setting that locks anything in.
What this is not
- This is not a validated instrument and it is not an assessment. It has no reliability figure and it has not been normed. It is five questions about preference, read back to you as a light introduction rather than a measurement of anything.
- It is a light preference match, not an assignment. Landing on a character does not mean that character is assigned to you, and it does not mean being taught by them will help you learn more than another would. The matching claim behind that is not supported, which is why we do not make it.
- Inside Zavmo you meet several of the twelve characters, brought in as the moment calls for it. A one or two character preview from five questions is a starting point, not the shape of how the teaching actually works.
- The characters are real and described in their own words, but the pairing itself is a preference read. Two people who answer the same way land on the same character, which is a sign it is reading your answers rather than measuring something deeper about you.
References
Every reference below was checked against the publisher record for its identifier before it was written here, and every one links out so you can read it yourself. Where a paper is used as a frame rather than as data, the note under it says so.
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(2008). Learning styles: concepts and evidence . Psychological Science in the Public Interest, 9(3), 105 to 119.
The reason this tool is a preview and not a matching claim. The review found virtually no evidence for the interaction pattern that would be needed to show that teaching to a learner type helps, which is exactly the kind of claim a tutor-matching tool has to avoid making.
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(2015). The scientific status of learning styles theories . Teaching of Psychology, 42(3), 266 to 271.
The later review reaching the same conclusion, cited so the position does not rest on a single paper.
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(2015). Matching learning style to instructional method: effects on comprehension . Journal of Educational Psychology, 107(1), 64 to 78.
A direct test of matching a learner to a method in adults, using the design the Pashler review said was required. No benefit was found, which is why the pairing here is offered as a preference preview rather than an optimisation of your learning.
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(2000). The "what" and "why" of goal pursuits: human needs and the self-determination of behavior . Psychological Inquiry, 11(4), 227 to 268.
Self-determination theory, and specifically the autonomy need: the question about how much you need to decide how the work gets done is asking about this construct.
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