Interactive, replaceable modules appear depending on the user's needs and the personalized flow of conversation. It's fully automated and works on top of the personalization engine. Conversational commerce can deliver a subtle push for the consumers to finish the purchase by reminding, offering a discount, and finally, providing the commodity of making the payment within the chat channel.