I went from two subs to three. I considered four, but in my case, in a dedicated room, I have full freedom of placement and also have measurement equipment to get them where overall frequency response (FR) is smoothest. So I thought I’d try three first, since we’re getting old and trying not to get a ton more STUFF. I like the result. I still might go to four someday.
The advantages of three over two are easy to hear and match what people say. First, smoother FR at the main listening position. Second, a greater sense of envelopment. Third, far smoother FR across space in the room. I can walk around the room while bass-heavy music is playing and not go from areas of little bass to areas of too much bass. The variation is much, much less.
Try to get all four subs the same. If not identical, than at least don’t mix ported and sealed subs.
I also highly recommend measuring (use REW or an OmniMic [simpler!]). You can then fine-tune location and phase relationships to get smoothest bass. It’s not an absolute necessity, but I for one like to have the objective measurement in hand as well as listening impressions, especially in the bass.