Disciplined, incrementality-tested growth for a consumer hardware brand

Build one acquisition channel at a time, control spend with a target customer-acquisition cost, and measure each channel with geographic incrementality tests rather than trusting platform attribution.

From 20VC with Harry StebbingsLabour, Engineering, Social Media, GrokBots, Cybercabs: 7 Predictions for How AI Changes the World at 04:23

Problem: Advertising platforms over-credit themselves, and expanding across many channels at once can create unsustainable growth that later collapses when spending is reduced.

For: Consumer hardware companies that need to scale paid acquisition without losing control of unit economics or year-over-year growth.

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