The Unit Economics Audit: How to Know If Your Growth Is Actually Profitable
A three-step unit economics audit for founders: CAC payback, cohort contribution margin, and LTV curve shape. Know if scaling will compound profit or loss.
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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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Incrementality Testing Without a Data Science Team: A Founder’s Guide
A practical three-stage incrementality testing framework for founders. No data science team needed. Learn how to measure what your marketing actually causes, not just what it touches.
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Go-to-Market Design for Series A Companies: Why Your Seed-Stage Playbook No Longer Works
Most Series A teams are still running a seed-stage GTM playbook. Here are the three structural changes that fix it before growth stalls.
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The AI Growth Stack: What a Fractional CGO Actually Uses and Why
How a Fractional CGO maps AI tools to each growth layer: acquisition, activation, measurement, and retention. A practitioner-level framework.
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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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Why Your CAC Is Rising and It’s Not the Algorithm’s Fault
Rising CAC is a structural problem, not an algorithm problem. Here are the three causes founders misdiagnose and what to fix instead.
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First-Party Data Strategy for Founder-Led Businesses: What to Collect, Why, and When
Most founders treat first-party data as a compliance task. It’s a revenue lever. Here’s a staged collection model tied to your business maturity.
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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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Teardown: How Grab Built a Growth System That Survived Market Saturation
How Grab turned ride-hailing into SEA’s first profitable super app — a teardown of the commercial model behind vertical expansion, data monetisation and platform lock-in.
