If legs can not be eliminated - wrap and tape the moving blanket around the legs of the sofa-bed.
While they might not like the smell of it, the mint citrus scent is specifically inviting for humans. There are plain sofa beds, corner couch beds, L-shaped alternatives, in addition to armchair models.