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Choose Your Growth Model: The Lens You Pick Before Any Tactic

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Introduction

A growth model is the lens that decides which numbers you are even allowed to care about, and most founders are running one without ever having chosen it. Pick the acquisition lens and you watch cost-per-lead; pick the retention lens and churn and expansion move to the front while those numbers fade. Same product, same week, two completely different definitions of "important", and the only thing that changed was the lens. That is the whole point: the model is the question, and a tactic is only ever an answer to it. Choose the model consciously and the metrics you should watch, the dashboard you should build, and even the agents you wire up to run the engine all fall out of that choice automatically.

The reason this is not a whiteboard nicety is that the choice changes the maths underneath your business. A five-point move in churn that an acquisition-obsessed founder would not even notice on the dashboard is, at equal effort, a larger profit lever than almost anything they could do at the top of the funnel. A model that ends at first payment buries the stage where, for most recurring-revenue businesses, the majority of new revenue now comes from. And the same paid-search spend is efficient under one model and a cash trap under another. Pick the wrong lens and you will read your own numbers as success while the business quietly leaks.

This guide gives you the three lenses worth choosing from, the 2024-2025 benchmarks that prove the choice is not academic, a decision spine for picking the one your business is actually in this quarter, the two numbers that turn that choice into something you can optimise tomorrow morning, and the way to wire your tactics, dashboards and agents to the model once it is named. The discipline is simple to state and hard to hold: pick the lens before you touch a single lever.

Chapters

Articles

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    Small improvements across 12 metrics multiply into exponential growth. Learn how engines connect, why improvements compound, and where leverage lives.

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    Sarah runs fewer experiments but wins anyway. She aligns 12 metrics across 4 engines. See how systematic leverage creates exponential results.

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    Random tactics scatter your focus and burn you out. Systems compound effort into sustainable growth. See why working without structure leads to chaos.

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    Deep channel expertise doubles revenue but still hits a ceiling. Mastering one engine isn't enough. See why system thinking beats specialisation.

All 66 articles under Growth machine design
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