I think it's fine as long as they get time with the shoes off, don't hate them, and they don't cause any issues with their paws.
The only thing that worries me is you said they get blisters if they walk on the street. Dogs pads are supposed to be a little rough to protect them against the elements and rocks, ect. I believe if their pads get too soft it can cause issues for them. |