If you do something on the off-chance, you do it because you hope that it will succeed, although you think that this is unlikely.
He had taken a flight to Paris on the off-chance that he might be able to meet Francesca. [PHRASE that]
...an American visitor who had turned up on the off-chance of catching a glimpse of the princess.