Abstract: An information handling system receives messages of a chat conversation, and may convert the messages into request and response pairs. The information handling system may also determine customer reaction determinations for respective ones of the request and response pairs, integrate the request and response pairs and the customer reaction determinations into a customer reaction timeline, and generate a chatbook from the customer reaction timeline.