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Analysis

Analysis articles from Matt Pru: practical startup decisions, useful examples, and resources to put the ideas into work.

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MeasurementAnalysis

Why Cheaper Leads Can Cost You More

Use a worked funnel example to see how lower lead costs can produce higher customer acquisition costs when qualification and close rates change.

2 min read
MeasurementAnalysis

Why Early-Stage LTV Estimates Need Scenarios

Evaluate early customer lifetime value estimates through retention uncertainty, margin, customer segments, and scenarios instead of a single confident forecast.

2 min read