Yes, sorry, my OP may have been a bit garbled, especially if you see "off chance" and "on the off chance" as two separate phrases. I only ever use "off chance" in the phrase "on the off chance", which, to me, refers to an unlikely possibility. Various online dictionaries confirm this. Interesting to see that the OED defines it as "just in case".
https://www.oxfordlearnersdictionaries.com/de...
on the off chance (that)
because of the possibility of something happening, although it is unlikely
I didn't think you'd be at home but I just called by on the off chance.
She scanned the crowd on the off chance of seeing someone she knew.
I called in at the office on the off chance that you would still be there.
https://dictionary.cambridge.org/dictionary/e...
on the off chance
hoping that something may be possible, although it is not likely:
I applied for the job on the off chance that they might like me, but I didn't seriously expect to get it.
https://www.collinsdictionary.com/dictionary/...
on the off-chance
PHRASE
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.
...an American visitor who had turned up on the off-chance of catching a glimpse of the princess.
I was just interested to hear how others used it.