Plenty of stuff out there they did look for.You have to be rich for several teams of ships to come search for you. With the common man they would have said oh well, we don’t have the resources, time, and money to search for you.
Figuring out why.
EVERY sunk US sub has had people look for it. With varying degrees of success.
They still look for WWII subs.