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Free tools you can run by hand.

The plays we measure with controlled experiments, written up as operator field guides. Each one runs in an afternoon on your own numbers, no access required. All free; two ask for an email.

The guides show you how. The model shows you who.

Running these by hand finds part of the answer. Forward CLV scores every customer on what they will contribute next, after product costs and expected returns. It starts with the free Diagnostic, a one-off read on one read-only Shopify connection.

Read-only access · No deck required · You keep the analysis either way