Grow or die
p/grow-or-die
Know if your AI product is growing profitably
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3d ago

Would you rather double your users or halve your AI cost?

You have one quarter and enough engineering capacity to do only one:

A. Double active users, with the same unit economics

B. Cut AI cost per successful outcome by 50%, with no user growth

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4d ago

Would you kill an AI feature your users love?

Here s an uncomfortable scenario:

An AI feature is popular. Engagement is growing. Customers mention it in feedback.

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4d ago

Your power users might be your worst customers

Everyone tells founders to love their power users.

But in an AI product, the most active customer may be hammering your most expensive feature, triggering retries, opening five conversations at once and paying the same flat fee as everyone else.