The document discusses the importance of dialogue with B2C customers. It notes that customer interactions are a two-way street that can provide valuable insights. Metrics like buy/view rates, NPS, CSAT, and web analytics can be used as inputs for software to do the heavy lifting in understanding customer retention patterns over time. The document advocates testing approaches using AI and machine learning.