QUESTION: Product: how to work with feedback and activation metrics?

Effective product work requires a systematic approach to analyzing user experience and activation metrics. At the heart of this process is a clear recording of the product and marketing funnel, which shows the user's journey from first acquaintance with your service to long-term retention. A classic funnel includes key stages such as lead, qualification, commercial proposal, successful deal, and subsequent customer retention. Understanding each of these steps makes it possible to precisely determine at which stage users lose interest or encounter difficulties.

The main mistake of many novice teams is trying to optimize all metrics and processes simultaneously. Instead, it is recommended to focus on improving only one bottleneck at a time. For example, if the highest churn is observed at the lead qualification stage, all team resources should be directed toward simplifying questionnaires, speeding up feedback, or improving targeting. This focused approach allows you to quickly see the results of changes and objectively assess their impact on key business indicators.

To successfully work with feedback, you must regularly conduct qualitative and quantitative user research. Collect feedback through support chats, automated surveys after completing key product usage scenarios, and in-depth interviews with churned customers. Compare the obtained data with activation metrics in analytical systems. If users frequently complain about setup complexity, but activation metrics do not show this, it is worth reconsidering the criteria for successfully passing activation points in the product.