Abstract: A method of content production (e.g., content editing) uses Artificial Intelligence (AI)-based content modeling to facilitate content production (e.g., a content editing recommendation) In one embodiment, an automated process (such as a content editor) is configured to receive and render content. For a given portion of the content, and as the given portion of the content is being rendered, the given portion is processed to generate a content model. With respect to a concept that is expressed in or otherwise associated with the content, the system then compares the content model with a target content derived model to generate a content insight relevancy score. The target content derived model is one generated by (a) identifying a set of target content portions in which the concept is expressed, (b) generating from each content portion an associated target content model; and (c) performing a vector operation on one or more of the associated target content models.