I think a lot of amphibians are seen as cute because of their smooth, rounded features. There are some gnarly looking toads out there that probably don’t get the same love.
I enjoy seeing them all, but I also grew up in Florida where they were everywhere. Plus, they’re great for pest control, so I’ve always enjoyed having them around for that.