Last minute airplane swaps are not uncommon, so such a feature doesn't necessarily help.

You probably can figure it out with some sleuthing. For one example, SeatGuru records every airline fleet's different plane types. Once you have airline + plane type for each of that airline's routes, I bet you can dig up the engine type from that info.