Good point about defining the lifestyle first. Once you know roughly what retirement spending looks like, it's much easier to work backwards: estimate annual expenses, subtract expected Social Security or pension income, and see how big the gap is. It also helps to separate essential costs like housing, insurance and healthcare from flexible ones, so you know how much room you have in a down market year.