Project

KanoModelAnalyzer

Prioritize product features using the Kano Model. Categorize features as Must-Be, Performance, or Attractive.

Feature Classification

Classify features based on their impact on customer satisfaction

Category Distribution

Implementation Priority

Features should be implemented in this order to maximize customer satisfaction

1. Must-Be1 feature
Fast loading time
2. Performance1 feature
24/7 Customer support
3. Attractive1 feature
AI-powered recommendations

Satisfaction Analysis

Guide

The Kano Model is a theory of product development and customer satisfaction developed by Noriaki Kano. It categorizes product features into five categories based on how they impact customer satisfaction.

Must-Be (M)

Basic requirements that cause dissatisfaction if missing but don't increase satisfaction if present (threshold attributes).

One-Dimensional (O)

Features where more is better. These directly correlate with customer satisfaction (performance attributes).

Attractive (A)

Delighters that surprise customers and create excitement when present (attractive attributes).

Indifferent (I)

Features that don't affect customer satisfaction either way.

Reverse (R)

Features that cause dissatisfaction when present - customers prefer these not to exist.

Glossary

Customer Satisfaction Impact
A numerical score representing how much the presence of a feature increases customer satisfaction (positive = higher satisfaction).
Dissatisfaction Impact
A numerical score representing how much the absence of a feature decreases customer satisfaction (positive = more dissatisfied when missing).
Better/Worse Ratio
The ratio of satisfaction impact to dissatisfaction impact. Helps prioritize between must-be and one-dimensional features.
Category Classification
The classification of a feature based on how customers respond to its presence or absence.