Practical steps, formulas, and worked examples for recurring product-management tasks.
When the CFO or a board deck needs a defensible LTV number this week.
Five steps from revenue, margin, and churn to an LTV estimate, with a comparison to acquisition cost.
Get to a defensible number for the SaaS metric your CEO is asking about. Each page is one metric, four to six steps, formulas included.
When you need a consistent definition and calculation for recurring revenue.
When growth is asking what each new customer costs and the answer needs to hold up in a finance review.
When the team disagrees on whether to use logo churn or revenue churn for the next review.
When the support team has the survey responses and needs the number turned into something reportable.
When a feature pitch needs an ROI number and you have a budget plus a forecast and not much else.
When you ran the Sean Ellis survey and need to turn the responses into a single number.
When leadership wants a stickiness number and you have to pick the right window for your product.
Procedures for the recurring PM jobs: sample size before a test, market sizing for a pitch, A/B test setup. Steps you can hand to a teammate.
When the team is shipping an experiment and you need to set it up so the result is actually readable.
When you need to estimate the traffic and time required before launching an experiment.
When a pitch deck or strategy document needs a market-size estimate with explicit assumptions.
Templates and walkthroughs for the documents and scoring sheets PMs hand off to other teams.
When the team is starting RICE for the first time and the spreadsheet needs to outlast the meeting.