15. The system of claim 14 , wherein the instructions further cause the system to: generate one or more refinements and one or more key words based on the visual characteristics of the object; and determine a set of search results associated with the product category in response to the search string query; and display with the set of search results the one or more refinements and the one or more key words on a computing device.
16. The system of claim 15 , wherein the instructions further cause the system to: display the set of search results with the one or more refinements and the one or more key words for the product category on the computing device, the one or more refinements and the one or more key words configured to be selectable by a user of the computing device, the search string query being configured to be editable by the user in response to a selection of one of the one or more refinements and the one or more key words.