Rendering graphical user interfaces to display current and future data to users, the graphical user interfaces generated in response to search queries comprises a flight search system and an airline system. The flight search system receives current flight data and future flight data for the group of flights from an airline system and stores the data on a database. When the flight search system receives a flight search request comprising desired flight data from a user computing device, the system compares the desired flight search data with the stored data to identify one or more flights of the group of flights that match one or more features of the desired flight data. The system presents the current flight data and the future flight data on a graphical user interface to the user when it is likely that the flight data is going to change.