NOAA weather radio reports the approximate position of the Gulfstream in my neck of the woods. Also, do you have a depth transducer with a temperature setting? My Raymarine ST60 has this...and you can tell when you've entered the Gulfstream. The temp rises 2 degrees
(EDIT) I just realized that they only do this report till the waters south of St. Augustine.