Searching AA.com, we found seats departing LAX on Monday, March 13, returning from MAD on Wednesday, March 22.
Other dates are also available for departures through March, and again from October onwward.
See our fare details for booking info.
Need a room in Madrid? Here's what's available for the above dates on Hotelwatchdog.