Systems and methods disclosed herein associate forms with categories based on form features for non-text field characteristics or field-specific text characteristics of the forms. One embodiment provides a method for facilitating searching for a form by associating forms with categories based on form features. The method involves automatically associating, by a processor of a computing device, forms with respective categories based on form features for non-text field characteristics or field-specific text characteristics of the forms and storing the forms and the respective categories associated with the forms at an electronic form search server. Search results are provided from the electronic form search server based on input identifying a search category and a form is identified as a search result based on the form being associated with the search category.