Techniques for contextual commenting on the web are disclosed. In some embodiments, contextual commenting on the web includes receiving a content selection for a comment within a corpus of content; determining a contextual based location within the corpus of content to map the contextual comment to a subset of content with the corpus of content; and storing the comment and the contextual based location within the corpus of content for the comment.