I have used most streaming networks at some point and have never heard of Quibi before today. It's possible I've seen the name and assumed it was another Chinese social network, but I really wasn't aware that a service with this video format existed.

I live in the UK, maybe they aren't advertising in the UK? I do follow a lot of people in the US though and not heard any of them talking about it.