VARK that learns from behaviour
The questionnaire is only a starting point. Over time the weights shift from what the pupil actually picks — and the pupil can always see why.
Behaviour-driven profile
The profile updates from what the pupil actually engages with — not just the day-one questionnaire.
Weights with confidence
Each modality earns an observed weight with confidence attached. Only at sufficient confidence does it take effect.
Suggest-and-adopt
The pupil (or teacher) gets a gentle suggestion banner and can accept — no silent profile changes.
Stays the pupil's
The profile is locked to the pupil, anonymised before AI calls, and can always be reset from My Learning Profile.
Visual signal
If the pupil consistently picks diagrams and videos, the visual weight rises.
Auditory signal
When read-aloud or podcasts are used, the auditory weight rises.
Kinaesthetic signal
Interactive exercises and drag-and-drop increase the kinaesthetic weight.
Read/write signal
Notes, written answers and writing exercises raise the read/write weight.
Why it matters
- The profile does not stale — it follows the pupil through school life
- Weights with confidence — no rushed conclusions
- Suggest-and-adopt — the pupil stays in control
- Anonymised as 'Pupil A' before AI calls
- Teachers can override in special cases
- Full history so changes can be explained
A profile that grows with the pupil
Observed VARK is included in every school subscription — no extra setup.
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