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Our thumbs-up and thumbs-down buttons get clicked on 1% of responses and the data is useless. How would you redesign feedback?

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Explicit ratings are rare, biased and vague. The strongest feedback signals are things users already do. The interviewer wants a design that captures them and turns a few explicit reports into labelled examples.

Updated Oct 2026 · Original practice questions with worked answers and teaching rubrics. Our editorial policy explains the sources, review process and limits.

Explicit ratings are rare, biased and vague. The strongest feedback signals are things users already do. The interviewer wants a design that captures them and turns a few explicit reports into labelled examples.

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