PredictiveE-commerce
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Stars and clicks
Over- or under-represented among clicks, by the stars the product had when it was shown ยท lift, then its interval
Stars and purchases
The same for purchases ยท lift, then its interval
NPS detractors
Over- or under-represented among detractors (0โ€“6) of surveyed orders ยท lift, then its interval
Churn after reviews
Over- or under-represented among customer-months followed by churn within 3 months ยท lift, then its interval
Demand and price
Not read from the stars shop-wide: a 5-star product sells fewer units than a 4-star one, because a product earns its stars by selling. The comparison that isolates them is one product over its own months, in Product โ€บ History, and what a price change does at its real stars is the Product โ€บ What-if.