You aren't really "bumped". They are legally allowed to oversell the plane. You were never getting on the plane in the first place. They just use weasel wording language like the flight being "full" when they communicate it
I did once have an airline offer me something like $1500 USD and 50,000 bonus miles if I was willing to cancel my flight, but that was days in advance.