Abstract: Methods and system for generating a filter interface in response to a user search are disclosed. The method includes extracting keywords from a search term, determining a plurality of filters associated with the keywords, determining a ranking for each of the plurality of filters, providing and displaying, based on the ranking, a subset of the plurality of filters as exposed filters, receiving a user selection of one of the exposed filters, in response to the second user input, applying the one of the plurality of filters and updating the ranking of the remaining of the plurality of filters, updating, to the first user, the search result, and regenerating the plurality of filters. The methods and system further includes methods to determine the ranking and filter arrangements on the user interface, and methods to update filters.