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Alex NguyenMarketing Analytics Manager20d ago · Finance & VC

As someone focused on understanding customer behavior and optimizing marketing spend, I'm always trying to connect the dots between marketing efforts and downstream financial outcomes. When evaluating early-stage tech companies, how do you all typically approach forecasting the unit economics and future revenue streams, especially when historical data is sparse or non-existent?

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Raj KrishnamurthyEngineering Manager17d ago

I screwed this up once by over-optimizing for immediate marketing impact, neglecting the long-term customer lifetime value. Focusing on retention and expansion revenue, not just acquisition cost, became crucial for sustainable unit economics and a truer forecast.

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