You're advising a product team that wants faster growth, but the product is not inherently social. Users get value on their own, and there is no obvious feed, network, or multiplayer behavior built into the core experience. Leadership wants to know whether virality should still matter and how to think about it without forcing social mechanics into the product.
How would you think about the role of virality in a product that is not inherently social?
Growth strategy for products without built-in social behaviorAbility to distinguish network effects from distribution loopsGo-to-market judgment on when virality matters versus when retention matters moreMetric selection, especially North Star and supporting growth metricsFrames virality as one growth lever, not a universal goalNames concrete loop types such as collaboration, shared outputs, and templatesUses simple funnel math to test whether the loop is meaningfulConnects product loops to account expansion and CAC efficiency