Ask the functional question
Record how the customer feels if the feature is present.
KANO RESPONSE CLASSIFIER
Kano Feature Classifier
Classify one feature from paired functional and dysfunctional customer responses using the standard Kano evaluation matrix.
- Uses your inputs in a transparent calculation
- Instant result with practical next steps
- No signup required
Planning guidance only. Validate important decisions with customer evidence and your delivery team.
YOUR INPUTS
Build your result
Complete every field. The result updates only when you choose Calculate.
How it works
Ask the dysfunctional question
Record how the same customer feels if the feature is absent.
Apply the Kano matrix
The response pair maps to a category; repeated customer responses should be aggregated by segment.
Continue learning: Choosing an MVP prioritisation method · Why feature scores should not decide alone
Frequently asked questions
Can one response classify a feature?
It classifies that response only. Collect multiple paired responses from representative users before prioritising.
Why can a result be questionable?
Some response pairs contradict each other, often because the question was misunderstood or worded poorly.
Do delight features stay delightful?
Not necessarily. Expectations change, so repeat research rather than treating a category as permanent.
How We Compare
| Feature | MVPHub | Miro | Productboard |
|---|---|---|---|
| Paired-response classification | Included | Limited | Limited |
| Standard paired-response matrix | Included | Limited | Limited |
| Segment-level interpretation reminder | Included | Limited | Limited |
| Instant single-feature result | Included | Limited | Limited |
Miro offers collaborative templates and Productboard supports feature prioritisation workflows. MVPHub applies the Kano response matrix to one feature at a time; it is not a roadmap system.
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