Paid Before Delivered: The Growth Number That Hides a Broken Promise
Revenue growing while users never finish the flow? If you get paid before you deliver, your growth chart hides a broken promise. Six checks to find it.
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Stop A/B Testing. At Your Size It Is Statistical Theatre.
Most founder-led companies lack the traffic for valid A/B tests. Here is the math, the false-winner problem, and what to do instead.
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The Retention Architecture: 3 Layers Most Teams Skip
Retention is a product architecture, not a campaign: habitual triggers, value reinforcement, early-churn interception, and the evidence each layer works.
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Onboarding Completion vs Activation Rate: One Diagram, Two Metrics
Onboarding ends at setup. Activation ends at first value. One diagram showing the two metrics, why they diverge, and which one predicts retention.
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Why Product-Led Growth Fails Without a Commercial Model Behind It
PLG is a motion, not a strategy. Without pricing architecture, expansion triggers, and sales assist logic, product-led growth plateaus at monetisation.
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The Retention Architecture: How to Design a System That Keeps Users Before You Need to Win Them Back
Retention isn’t a re-engagement campaign. It’s a structural system. Here’s the three-layer architecture that keeps users before you ever need to win them back.
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What Your Churn Data Is Actually Telling You About Product-Market Fit
Churn is a product-market fit signal, not a retention metric. Learn how to read cohort data to diagnose positioning gaps, product gaps, and segment mismatches.
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Activation Is Not Onboarding: The Distinction That Changes How You Think About Retention
Onboarding completion and activation are not the same metric. Here’s why conflating them causes retention to fail, and what to measure instead.
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The Product-Marketing Handoff: Why Most Growth Teams Are Misaligned Before the Campaign Launches
Most growth campaigns fail before they launch. Learn why the product-marketing handoff, not the media plan, decides whether your next campaign works.
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Growth Loops and Ageing Loops: What Growth Product Managers can Learn from Winemaking
Discover how winemaking reveals powerful lessons for growth product managers — from iteration and ageing loops to blending art with data for long-term success.
