Stop measuring downloads: what to track before product-market fit

Launching an app is an exhilarating moment, but it's crucial to focus on metrics that reflect genuine value creation rather than superficial indicators such as downloads or signups. The initial phase should prioritize understanding whether the app is solving a real problem for a specific audience, which is the essence of achieving product-market fit. This involves identifying and tracking behavioral metrics that show users are deriving value, such as repeated usage of core features, rather than being distracted by vanity metrics like social media followers or app store rankings. It is essential to consider qualitative feedback alongside quantitative data, as early-stage feedback can be more insightful than large data sets. Additionally, traps such as relying on gamification for retention or using aggressive pricing strategies can mask a lack of product-market fit. Tools like the Sean Ellis test or defining a North Star Metric can help identify whether users are genuinely engaged and valuing the app. Ultimately, finding product-market fit is about learning and iterating, with a focus on behavioral signals indicating value, rather than prematurely driving growth.