Abstract: At least certain embodiments of the present disclosure include a method to identify top hits in search result based on learned user preferences. In one embodiment, an editor receives a user selection of a font to be used in a document when the user is composing the document using the editor. The editor invokes a font recommendation engine. Based on the font selected, the font recommendation engine automatically recommends a set of one or more fonts to the user according to a statistical model of font usage.