You lose that one thing and you have a useless hot water bottle.
It is the one you normally get from Boots, with a fluffy cover. I had some old stoppers, but these were from the 1970s and don't fit.
The only ones on eBay and Amazon are 'Flashy' types, not sure if these hw bottles are or not, and it suggests they don't fit other types.