The way they’ve set this up, the people involved have a lot to do with it. It sure looks like the President can now openly discuss corruption like selling secrets or pardons with e.g. relevant cabinet members, and none of that can be prosecuted, nor can it be evidence presented in a prosecution of crimes.
The immunity granted is insanely broad.