Tools

Small, transparent models for retention decisions you need to defend. Free, no sign-up, and every one of them shows its working.

Points liability calculator

Roll your points balance forward for the month, then price it as expected fulfillment cost, a high-redemption case, and face value exposure — and reconcile it to the ledger.

RFM segmentation tool

Drop in an orders CSV and get Recency, Frequency and Monetary scores plus five exclusive customer segments. Runs entirely in your browser — nothing is uploaded.