Project Demo · Customer Stratification

Customer Segment
Classifier

A nearest-centroid model trained on 220 synthetic customers. Adjust the sliders to classify any customer in real time — inference runs entirely in your browser, no server call.

Customer Distribution · 220 customers
ChampionsAt-Risk LoyalistsPromisingInactive

Customer Attributes

Recency70 days ago
Frequency8 orders / yr
Avg Order$180
Tenure18 months

Classification

Promising51% confidence

New and growing fast

Champions
14%
At-Risk Loyalists
17%
Promising
51%
Inactive
17%
Action: Onboard well, surface complementary products.

Nearest-centroid · Client-side · No server call