How do you figure out which art style suits you?

I have realised that I cannot really describe my preferred art style in a simple way. Sometimes I like abstract paintings, sometimes landscapes, and occasionally something much more traditional catches my attention. Because of that, I find it difficult to search for artwork using specific terms. I usually know that I like a painting when I see it, but I am not always sure why. I would like to understand my own preferences a little better before buying something for my home. Has anyone found a good way to do that?