Two students can get the same question wrong for different reasons. One may not know a key term. Another may understand the term but choose the wrong operation.
Useful personalization starts with that difference: what does this learner need next?
Respond to the work, not a label
Ask the student to explain their first step. Look at an example of their work and listen for the point where the reasoning changes direction.
Be cautious about fixed labels such as “visual learner” or “auditory learner.” The Education Endowment Foundation finds insufficient evidence for teaching matched to supposed learning styles and warns against restricting students to those categories. Read the EEF's learning-styles review.
A diagram can be useful for one task and a verbal explanation for another. The choice should serve the concept and the difficulty in front of the learner.
Change one part of the support
You might clarify vocabulary, model one example, reduce the number of steps presented at once, or ask a more focused question. Then invite the student to try again.
Do not assume that a more tailored explanation has worked just because it sounds clear to the adult. The student's next attempt offers better evidence.
Keep the destination in view
Different support does not have to mean lower expectations. Be clear about what the student is working toward and how they will recognize a useful next step.
For families using ScholarTree, a text or voice conversation can provide another explanation, and parents can review the tutoring afterward. It is one source of support, not a replacement for teacher judgment.
Personalization is most practical when it stays specific: notice an obstacle, adjust the help, and look again at what the learner can do.