To make engineering-level changes based on user reactions, product stakeholders were largely data
driven and cited usage numbers as being a crucial factor in optimizing design choices. Product teams often worked closely with data scientists and user experience researchers to learn about users and their usage patterns. However, when it came to gauging the reactions to a novel experience, some product stakeholders felt that it was difficult to capture the long-term impressions: