Methods and systems for dynamically updating a user interface displaying air tickets available for purchase

A non-transitory, computer-readable medium comprising computer program instructions tangibly stored on the non-transitory computer-readable medium, wherein the instructions are executable by at least one processor to perform a method for displaying and dynamically updating a user interface displaying a listing of air tickets available for purchase on a flight, the listing categorized based on features associated with the air tickets, the method comprising:

• receiving, by a first computing device, from a plurality of third-party fare listing systems, a plurality of search results, each search result in the plurality of search results including at least one fare listing for an air ticket for a seat on a flight between an origin and a destination and an identification of a class associated with the air ticket, and unstructured data including at least one rule associated with the search result;
• analyzing, by the first computing device, each search result in the plurality of search results;
• assigning, by the first computing device, an initial quality rating for each search result in the plurality of search results responsive to the analyzing;
• receiving, by the first computing device, from at least one third-party database, for each of the plurality of search results, structured data identifying at least one amenity associated with the search result;
• analyzing, by the first computing device, for each of the plurality of search results, the received structured data identifying at least one amenity and the received unstructured data including the at least one rule;
• assigning, by the first computing device, a modified quality rating to at least one of the plurality of search results responsive to the analyzing of the received structured data and of the received unstructured data;
• categorizing, by the first computing device, the plurality of search results based on the modified quality rating;
• and
• displaying, by the first computing device, via a user interface, to a second computing device, an enumeration of each of the plurality of search results categorized based on the quality ratings.