Build a causal metric system and estimate how product initiatives affect business outcomes.


A causal impact calculator that shows how a product initiative affects the primary driver, North Star Metric, and business metric — with risks, guardrails and a final Go / No-Go decision.
Product teams often launch initiatives without a clear causal link to business metrics. This playbook makes the impact logic explicit before resources are committed.
A product strategy playbook that helps teams connect initiatives to business outcomes through a causal metric pyramid. It guides users from selecting the primary business metric to defining driver metrics, choosing the core job, selecting the North Star Metric, and assessing initiative impact before implementation.
5 guided steps from start to artifact.
Choose the primary business outcome your product should maximize.
Select 3–5 driver metrics that directly influence the business metric.
Choose the customer job that best represents the value your product delivers.
Build a causal metric pyramid from business outcome to North Star Metric.
Evaluate how a product initiative influences the metric pyramid before implementation.
Everything you take home.
A structured table for selecting the top-level business outcome and understanding measurement risks.
A prioritized list of driver metrics with impact strength, manageability and leverage potential.
A decision table that links customer jobs to value exchange and observable NSM signals.
A causal metric system connecting business outcome, selected drivers and North Star Metric.
A calculator that estimates initiative impact across the metric pyramid, evaluates guardrails and produces a Go / No-Go decision.
Score, sort and defend every roadmap candidate against impact, effort and strategic fit.
Score any feature idea on impact, effort, confidence and strategic fit in 10 minutes.
From hypothesis to readout — plan a growth experiment your team will actually finish.