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Magic Number

The magic number measures how efficiently your sales and marketing spend turns into recurring revenue. You divide the new annual recurring revenue added in a quarter by the sales and marketing spend in the prior quarter. A result around 1 or higher means roughly every pound of go-to-market spend earns back a pound of new annual recurring revenue within the year, the threshold where it makes sense to spend more aggressively.

For a founder deciding whether to pour fuel on the fire, this is the gauge. A magic number below about 0.5 says your acquisition engine isn't efficient yet, spending more would just burn cash, so fix the funnel before scaling spend. Above 0.75, the engine works well enough that adding budget should produce proportional growth. It's a fast, top-down sanity check that complements the bottom-up view from CAC payback, and it keeps you from scaling a leaky machine.

Articles

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    Growth without guardrails burns cash. Set the CAC to LTV ratio and payback period that determines how aggressively you can scale and what constraints your growth engines need to operate within.

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    Replace your original assumptions with real revenue data and recalculate whether your growth model is financially sustainable.

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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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