Shape is important. I find that some lenses have a different look on-axis versus off-axis, either leading to ugly smearing, or pretty twirly bokeh.

The aesthetic also depends on image. Nice crisp circles of light are sometimes nicer than a Gaussian blur. As someone pointed out, mirror lenses have their uses too.

But there are lenses with just bad bokeh too.