A content generation computing system includes content generating application logic. The content generating application logic runs a first content generation application to generate content. Conversational user interface (UI) logic generates a content identifying user interaction output for user identification of source content in a source document for ingestion into a document that is being generated. The system automatically restructures the ingested content based upon the content generation application into which it is being ingested.