Searching AA.com, we found seats departing JFK on Wednesday, March 15, returning from MAD on Friday, March 24.
Other dates are also available for travel in winter/spring, and again in fall.
See our fare details for booking info.
Need a room in Madrid? Here's what's available for the above dates on Hotelwatchdog.