Tools

Models, not opinions.

Interactive tools that let you pressure-test the economics yourself.

Loyalty program P&L calculator

A single-screen model for the unit economics of a points program — breakage as the hero input, with the revenue and liability lines moving as you change it. Built to make the balance-sheet view of loyalty tangible.

Embedding here shortly.