Abstract: Various of the disclosed embodiments concern systems and methods for identifying and recommending interesting user responses that are obtained by an interactive device (e.g., audio responses to a virtual character as part of a virtual interaction). In some embodiments, a user may interact with one or more virtual characters via a mobile device, tablet, desktop computer, or the like. During the interaction, the user may respond to one or more questions posed by the virtual characters or to contexts presented by the interactive device. The system may record these user responses, analyze the audio data to extract one or more features, and prepare a ranking of the user responses. The extracted features can be augmented with human-generated metadata or ground truth values. A reviewer can review, share, etc., the user response.